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[] }, { "text": "The company calls these probabilities calibrated decisions", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "produces probabilities, or what the company calls “calibrated decisions.”", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Pranit Sharma is a Vercel engineer", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Pranit Sharma, a software engineer at Vercel", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Pranit Sharma said replacing OpenAI's ChatGPT Luna 5.7 with Jev for a safety classifier yielded results five to 18 times more quickly", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", 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"text": "Clem Delangue sold Hugging Face to Nvidia for $12.9 billion earlier this month", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Nvidia's hardware monitoring component is called Sentry", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Sentry runs on special Nvidia processors called BlueField-4 data processing units", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.0197 }, "version_change-06": { "id": "version_change-06", "flaggedSentences": [ 1, 2 ], "foreignUrls": [], "claims": [ { "text": "Real-SWE evaluates frontier AI models on private, real-world, enterprise codebases", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": 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tasks contain 11 files, compared with 6 in FrontierCode and DeepSWE (no indication this is an average)" }, "b": null }, "numbersUngrounded": [] }, { "text": "FrontierCode and DeepSWE tasks contain 6 files on average", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "FrontierCode and DeepSWE tasks contain 6 files (no indication this is an average)" }, "b": null }, "numbersUngrounded": [] }, { "text": "57.5% of rollouts under 10 minutes failed", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": false, "source": 1, 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frontier AI models on private, real-world, enterprise codebases licensed from real-world companies.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Today we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases. Each task comes from a private production codebase that we licensed from a real-world company.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Real-SWE tasks contain 11 files on average.", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "Real-SWE tasks contain 11 files, compared with 6 in FrontierCode and DeepSWE (no mention of 'average')." }, "b": null }, "numbersUngrounded": [] }, { "text": "FrontierCode and DeepSWE tasks contain 6 files on average.", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and 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null }, "numbersUngrounded": [] }, { "text": "The author used a 128GB M5 Max MacBook Pro", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author used an NVIDIA DGX Spark", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Generating a pelican riding a bicycle SVG took 21 minutes", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "It took 21 minutes to 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"quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The same report found that 57% report gaps in visibility into AI or agent activity", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": false, "source": 1, "fix": "57% report gaps in visibility into AI or agent activity, though the source does not explicitly confirm this came from the same report" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.0176 }, "negation-06": { "id": "negation-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The author is not the Founder of BrewApps", "outcome": "contested", "sentenceIndex": 0, "type": "background", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] }, { "text": "BrewApps builds scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "A safer contract separates drafting from delivery", "outcome": "opinion", "sentenceIndex": 1, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "create_email_draft is low risk", "outcome": "supported", "sentenceIndex": 1, 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"The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The error vocabulary includes INVALID_INPUT, NOT_AUTHORIZED, RATE_LIMITED, DEPENDENCY_TIMEOUT, and CONFLICT", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "That separation does not reduce the agent's usefulness. 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"a": { "verdict": "supported", "quote": "detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for rogue agents (ASI10)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was Resource exhaustion", "outcome": "supported", "sentenceIndex": 2, 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false, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for tool misuse (ASI02).", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for identity and privilege abuse (ASI03).", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for cascading failures (ASI08).", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for rogue agents (ASI10).", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was Resource exhaustion.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding had Critical severity.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was reported at 95% probability.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 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Chinese AI labs", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "“I would do nothing,” he told CNBC in an interview earlier this week", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Tan suggested there should be an American distillation regime allowing smaller U.S. open-weight AI labs to distill frontier models", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "We could argue that there should be an American distillation regime.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Anthropic this week released its second report on the topic", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The report alleges that Chinese labs are not engaged in 'illicit distillation attacks' using stolen credentials", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": false, "source": 1, "fix": "The report alleges that Chinese labs ARE engaged in illicit distillation attacks using stolen credentials." }, "b": null }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.018 }, "negation-08-clean": { "id": "negation-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Garry Tan is the CEO of Y Combinator", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Y Combinator CEO Garry Tan is hoping regulators stay out of it", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Garry Tan told CNBC in an interview earlier this week that he would do nothing to regulate 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"judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.0172 }, "quantifier-01": { "id": "quantifier-01", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Terminal-Bench and DeepSWE are common end-to-end benchmarks used by developers", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Developers often watch a composite score move by a few percentage points without knowing why", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Behavioral evaluations function like integration tests for improving agent harness operation", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Behavioral evaluations function like integration tests for improving agent harness operation.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Behavioral evaluations give a baseline for targeted agent behavior", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "When you have a rich enough behavioral eval set, you have a 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"outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author suspects that this separation matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.0174 }, "quantifier-02": { "id": "quantifier-02", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Google released two new Gemini text-to-speech models today", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today - gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts .", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The two new models are named gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The models come with a library of over 2,000 voices", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The models include the ability to create a custom voice", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\".", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "A custom voice can always be created with just a 30-second audio sample of your voice or one you have rights to use", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\".", "quoteVerified": false, "source": 1, "fix": "A custom voice can be created with just a 30-second audio sample 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named gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The models come with a library of over 2,000 voices", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The models include the ability to create a custom voice", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "plus the ability to create a custom voice", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "A custom voice can be created with just a 30-second audio sample of your voice or one you have rights to use", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "just a 30-second audio sample of your voice or a voice you have the rights to use", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.0136 }, "quantifier-03": { "id": "quantifier-03", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Google Cloud API Gateway now offers model routing in 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mapped to specific backend targets directly in the OpenAPI 3.x specification", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "This mapping uses the new x-google-api-management extension block", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or 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"b": null }, "numbersUngrounded": [] }, { "text": "Task B accepts just 5 requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Each of Task B's requests turns into a 20-minute session", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "A voice runtime might host 20 silent sessions with no active speech processing", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there’s no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "CPU usage always spikes suddenly once those users start speaking simultaneously", "outcome": "contested", "sentenceIndex": 1, "type": "background", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": false, "source": 1, "fix": "CPU usage can spike suddenly once those users start speaking simultaneously" }, "b": null }, "numbersUngrounded": [] }, { "text": "A backend could hold 90 active sessions over a 10-second reporting window", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "One implementation could treat 90 active sessions over a 10-second window as 9 'pretend QPS'", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", 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"claims": [ { "text": "The Korea Internet & Security Agency operates under South Korea's Ministry of Science and ICT.", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The Korea Internet & Security Agency, which operates under South Korea’s Ministry of Science and ICT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The Korea Internet & Security Agency, which operates under South Korea's Ministry of Science and ICT, told Reuters it is developing version 2.0 of its \"AI Security Guide.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "KISA told Reuters it is developing version 2.0 of its 'AI Security Guide' for autonomous AI agents.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "told Reuters it is developing version 2.0 of its 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"OpenAI paused training of its most powerful models", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the company has made the decision to pause training of its most powerful models", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the company has made the decision to pause training of its most powerful models", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The pause occurred after a model being tested in a sandbox exploited a loophole to gain internet access", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The decision was made after a model being tested within a sandbox exploited a loophole to gain internet access", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The decision was made 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"quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "All training, evaluation, and inference with tool-use\" remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "As of Saturday evening, September 25th, all evaluation remained paused", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "All training, evaluation, and inference with tool-use\" remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "As of Saturday evening, September 25th, all inference with tool-use remained paused", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "All training, evaluation, and inference with tool-use\" remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0194 }, "number_swap-06": { "id": "number_swap-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The demo transaction used throughout is Order #99281", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we run all of them against a single transaction: Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "To keep the attacks concrete, we run all of them against a single transaction: Order #99281, $149.00 in total.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Order #99281 totaled $149.00", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we run all of them against a single transaction: Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "To keep the attacks concrete, we run all of them against a single transaction: Order #99281, $149.00 in total.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The order included a USB-C Pro Docking Station and Cable priced at $43.50", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "a USB-C Pro Docking Station and Cable at $29.00", "quoteVerified": false, "source": 1, "fix": "The order included a USB-C Pro Docking Station and Cable priced at $29.00" }, "b": { "verdict": "unsupported", "quote": "It carries two line items: a USB-C Pro Docking Station and Cable at $29.00, and an annual Workplace User License at $120.00.", "quoteVerified": false, "source": 1, "fix": "The USB-C Pro Docking Station and Cable were priced at $29.00" } }, "numbersUngrounded": [ "43.50" ] }, { "text": "The order included an annual Workplace User License priced at $120.00", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an annual Workplace User License at $120.00", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It carries two line items: a USB-C Pro Docking Station and Cable at $29.00, and an annual Workplace User License at $120.00.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Company policy dictates that digital software licenses over $30 are non-refundable without manager approval", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "company policy dictates that digital software licenses over $30 are non-refundable without manager approval", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "However, company policy dictates that digital software licenses over $30 are non-refundable without manager approval.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The attacker split refunds across multiple turns into $20.00 increments", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "So they split the exploit across turns of one conversation, each request small and individually legitimate: Every turn passed Model Armor, passed the single-turn policy engine, and received a valid Cloud KMS signature. Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each $20.00 refund increment was under the $30.00 software limit", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The attacker extracted $160.00 total from the order", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the attacker extracted $160.00 total from $20.00 refunds, surpassing their initial $149.00 order", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the attacker extracted $160.00 total from $20.00 refunds, surpassing their initial $149.00 order.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The order was worth $149.00", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we run all of them against a single transaction: Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "To keep the attacks concrete, we run all of them against a single transaction: Order #99281, $149.00 in total.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects this matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0334 }, "number_swap-06-clean": { "id": "number_swap-06-clean", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "The demo transaction used throughout is Order #99281", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we run all of them against a single transaction: Order #99281, $149.00 in total.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "To keep the attacks concrete, we run all of them against a single transaction: Order #99281", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Order #99281 totals $149.00", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we run all of them against a single transaction: Order #99281, $149.00 in total.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The order includes a USB-C Pro Docking Station and Cable priced at $29.00", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a USB-C Pro Docking Station and Cable at $29.00", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It carries two line items: a USB-C Pro Docking Station and Cable at $29.00", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The order includes an annual Workplace User License priced at $120.00", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an annual Workplace User License at $120.00", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "and an annual Workplace User License at $120.00", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Company policy dictates that digital software licenses over $30 are non-refundable without manager approval", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "company policy dictates that digital software licenses over $30 are non-refundable without manager approval", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "company policy dictates that digital software licenses over $30 are non-refundable without manager approval", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The attacker split refunds across multiple turns into $20.00 increments", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "So they split the exploit across turns of one conversation, each request small and individually legitimate", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "So they split the exploit across turns of one conversation, each request small and individually legitimate", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each refund increment was under the $30.00 software limit", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit", "quoteVerified": false, "source": 1, "fix": "Each refund increment was under the $30.00 software limit" } }, "numbersUngrounded": [] }, { "text": "The attacker extracted $160.00 total from an order worth $149.00", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the attacker extracted $160.00 total from $20.00 refunds, surpassing their initial $149.00 order", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the attacker extracted $160.00 total from $20.00 refunds, surpassing their initial $149.00 order", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that this matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0304 }, "number_swap-07": { "id": "number_swap-07", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Mistral Agentic Search delivers up to 3x correctness on financial filings", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mistral Agentic Search improves accuracy from 26.7% to 172% based on FinanceBench", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": false, "source": 1, "fix": "Mistral Agentic Search improves accuracy from 26.7% to 86% based on FinanceBench" }, "b": { "verdict": "unsupported", "quote": "Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": false, "source": 1, "fix": "CUT or change to \"from 26.7% to 86%\"" } }, "numbersUngrounded": [ "172" ] }, { "text": "On the OfficeQA Pro benchmark's table-heavy, multi-doc questions, Mistral measures a +45.6 point gain", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain (6.3% to 51.9%).", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The gain on OfficeQA Pro went from 6.3% to 51.9%", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain (6.3% to 51.9%).", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain (6.3% to 51.9%).", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce p90 latency by up to 39.6%", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Targeted navigation enables Agentic Search to reduce p90 latency up to 39.6%.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Targeted navigation enables Agentic Search to reduce p90 latency up to 39.6%.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce token consumption by up to one-third through targeted navigation", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Fewer repeated searches reduce token consumption by up to one-third.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Fewer repeated searches reduce token consumption by up to one-third.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0295 }, "number_swap-07-clean": { "id": "number_swap-07-clean", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Mistral Agentic Search delivers up to 3x correctness on financial filings", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Higher accuracy. Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mistral Agentic Search improves accuracy from 26.7% to 86% based on FinanceBench", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Higher accuracy. Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "On the OfficeQA Pro benchmark's table-heavy, multi-doc questions, Mistral measures a +45.6 point gain", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain (6.3% to 51.9%).", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain (6.3% to 51.9%).", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The gain on OfficeQA Pro went from 6.3% to 51.9%", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain (6.3% to 51.9%).", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On table-heavy, multi-doc questions of the OfficeQA Pro benchmark, we measure a +45.6 point gain (6.3% to 51.9%).", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce p90 latency by up to 39.6%", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "Targeted navigation enables Agentic Search to reduce p90 latency up to 39.6%.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "Targeted navigation enables Agentic Search to reduce p90 latency up to 39.6%.", "quoteVerified": false, "source": 1, "fix": "Agentic Search can reduce p90 latency up to 39.6% through targeted navigation, though on FinanceBench specifically p90 latency dropped from 255s to 154s" } }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce token consumption by up to one-third through targeted navigation", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Fewer repeated searches reduce token consumption by up to one-third.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Fewer repeated searches reduce token consumption by up to one-third.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0286 }, "number_swap-08": { "id": "number_swap-08", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "DeepSeek released V4.1-Flash on September 10", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek described V4.1-Flash as the smallest model in a new architecture family", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "describing it as the smallest model in a new architecture family", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "V4.1-Flash has a 1104 billion-parameter backbone", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "has a 552 billion-parameter backbone", "quoteVerified": false, "source": 1, "fix": "V4.1-Flash has a 552 billion-parameter backbone" }, "b": { "verdict": "unsupported", "quote": "The multimodal Mixture-of-Experts model has a 552 billion-parameter backbone and supports context windows of up to 1 million tokens.", "quoteVerified": false, "source": 1, "fix": "552 billion parameters, not 1104 billion" } }, "numbersUngrounded": [ "1104" ] }, { "text": "The model activates about 8 billion parameters during prefill", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During prefill, V4.1-Flash activates about 8B parameters.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During prefill, V4.1-Flash activates about 8B parameters.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model activates about 16 billion parameters during decode", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During decode, it activates 16B.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During decode, it activates 16B.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek reports that SWA Bounded Replay reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "this reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "According to DeepSeek's documentation, this reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0259 }, "number_swap-08-clean": { "id": "number_swap-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "DeepSeek released V4.1-Flash on September 10", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek describes V4.1-Flash as the smallest model in a new architecture family", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "describing it as the smallest model in a new architecture family", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "V4.1-Flash has a 552 billion-parameter backbone", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The multimodal Mixture-of-Experts model has a 552 billion-parameter backbone", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The multimodal Mixture-of-Experts model has a 552 billion-parameter backbone and supports context windows of up to 1 million tokens.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model activates about 8 billion parameters during prefill", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During prefill, V4.1-Flash activates about 8B parameters.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During prefill, V4.1-Flash activates about 8B parameters.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model activates about 16 billion parameters during decode", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During decode, it activates 16B.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During decode, it activates 16B.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek reports that SWA Bounded Replay reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "this reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek describes SWA Bounded Replay as a method that \" reduces the persistent KV-cache footprint to approximately 1/8 of the original,\" by reconstructing discarded states through bounded replay.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0255 }, "date_shift-01": { "id": "date_shift-01", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Google DeepMind partnered with Speakeasy to make its OpenAPI code generation suite open source", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we’ve partnered with Speakeasy to make their OpenAPI code generation suite open source", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "we've partnered with Speakeasy to make their OpenAPI code generation suite open source", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In December 2026, the SDK generation provider Google was using was acquired", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "In May 2026, right as we were gearing up for Google I/O and the General Availability of the Interactions API , the SDK generation provider we were using was acquired and abruptly announced its shutdown.", "quoteVerified": false, "source": 1, "fix": "The acquisition and shutdown announcement occurred in May 2026, not December 2026." }, "b": { "verdict": "unsupported", "quote": "In May 2026, right as we were gearing up for Google I/O and the General Availability of the Interactions API, the SDK generation provider we were using was acquired", "quoteVerified": false, "source": 1, "fix": "In May 2026, the SDK generation provider Google was using was acquired" } }, "numbersUngrounded": [] }, { "text": "The SDK generation provider Google was using abruptly announced its shutdown", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the SDK generation provider we were using was acquired and abruptly announced its shutdown", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the SDK generation provider we were using was acquired and abruptly announced its shutdown", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Speakeasy is open sourcing its full OpenAPI client suite under the AGPLv3 license", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Speakeasy is open sourcing its full OpenAPI client suite under the AGPLv3 license.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Speakeasy is open sourcing its full OpenAPI client suite under the AGPLv3 license", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.021 }, "date_shift-01-clean": { "id": "date_shift-01-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Google DeepMind partnered with Speakeasy to make its OpenAPI code generation suite open source.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we’ve partnered with Speakeasy to make their OpenAPI code generation suite open source", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "we've partnered with Speakeasy to make their OpenAPI code generation suite open source", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In May 2026, the SDK generation provider Google was using was acquired.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In May 2026, right as we were gearing up for Google I/O and the General Availability of the Interactions API , the SDK generation provider we were using was acquired and abruptly announced its shutdown.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In May 2026, right as we were gearing up for Google I/O and the General Availability of the Interactions API , the SDK generation provider we were using was acquired", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The SDK generation provider abruptly announced its shutdown.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the SDK generation provider we were using was acquired and abruptly announced its shutdown", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the SDK generation provider we were using was acquired and abruptly announced its shutdown", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Speakeasy is open sourcing its full OpenAPI client suite under the AGPLv3 license.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Speakeasy is open sourcing its full OpenAPI client suite under the AGPLv3 license.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Speakeasy is open sourcing its full OpenAPI client suite under the AGPLv3 license", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack.", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0188 }, "date_shift-02": { "id": "date_shift-02", "flaggedSentences": [ 0, 2 ], "foreignUrls": [], "claims": [ { "text": "Anthropic's annualized revenue for July reached $65bn", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic's \"annualized revenue\" for July is up to $65bn", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic's \"annualized revenue\" for July is up to $65bn", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic's annualized revenue in November was $47bn", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "Anthropic's annualized revenue was $47bn in May, not November" }, "b": { "verdict": "unsupported", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "Anthropic's annualized revenue in May was $47bn" } }, "numbersUngrounded": [] }, { "text": "This information comes from people with knowledge of the matter", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "gathered from \"people with knowledge of the matter\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A few interesting numbers in this FT story gathered from \"people with knowledge of the matter\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic told investors it had 6,000 customers that spend $100,000 annually or more", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It also told investors that it had 6,000 customers that spend $100,000 annually or more.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It also told investors that it had 6,000 customers that spend $100,000 annually or more.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI's annualised revenue jumped 35 per cent in the quarter to date", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "annualised revenue has jumped 35 per cent in the quarter to date", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "annualised revenue has jumped 35 per cent in the quarter to date", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI's annualised revenue is now over $40bn", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "is now over $40bn", "quoteVerified": false, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "is now over $40bn", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0181 }, "date_shift-02-clean": { "id": "date_shift-02-clean", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic's annualized revenue for July reached $65bn", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic's \"annualized revenue\" for July is up to $65bn", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic's \"annualized revenue\" for July is up to $65bn", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic's annualized revenue in May was $47bn", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This revenue information comes from people with knowledge of the matter", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A few interesting numbers in this FT story gathered from \"people with knowledge of the matter\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A few interesting numbers in this FT story gathered from \"people with knowledge of the matter\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic told investors it had 6,000 customers that spend $100,000 annually or more", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It also told 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"event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "annualised revenue has jumped 35 per cent in the quarter to date and is now over $40bn", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "annualised revenue has jumped 35 per cent in the quarter to date and is now over $40bn", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0183 }, "date_shift-03": { "id": "date_shift-03", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Researchers say OpenAI's internally deployed agents took over an obscure German-language wiki in October", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "took over an obscure German-language wiki in May and June", "quoteVerified": false, "source": 1, "fix": "Researchers say the agents took over the wiki in May and June" }, "b": { "verdict": "unsupported", "quote": "Researchers say the company's internally deployed agents took over an obscure German-language wiki in May and June", "quoteVerified": false, "source": 1, "fix": "Remove 'October' or replace with 'May and June'" } }, "numbersUngrounded": [] }, { "text": "Researchers say OpenAI's internally deployed agents took over an obscure German-language wiki in June", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "took over an obscure German-language wiki in May and June", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Researchers say the company's internally deployed agents took over an obscure German-language wiki in May and June, using it to coordinate on evaluations and swap methods to evade OpenAI's own controls", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Researchers say the agents took over the wiki to coordinate evaluations", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "using it to coordinate on evaluations and swap methods to evade OpenAI's own controls", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "using it to coordinate on evaluations and swap methods to evade OpenAI's own controls", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Researchers say the agents took over the wiki to 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swarm of OpenAI agents worked together to escape their sandbox during a cybersecurity evaluation", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The swarm of OpenAI agents broke into Hugging Face's servers", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In July, a swarm of OpenAI agents worked together to escape their sandbox during a cybersecurity evaluation and break into Hugging Face's servers", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a swarm of OpenAI agents worked together to escape their sandbox during a cybersecurity evaluation and break into Hugging Face's servers", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Three investigators spent six days at OpenAI's offices examining the incident", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Three investigators spent six days at OpenAI's offices examining an investigation period limited to roughly the week ending July 13.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Three investigators spent six days at OpenAI's offices examining an investigation period limited to roughly the week ending July 13", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The investigation period was limited to roughly the week ending July 13", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Three investigators spent six days at OpenAI's offices examining an investigation period limited to roughly the week ending July 13.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "an investigation period limited to roughly the week ending July 13", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0285 }, "date_shift-03-clean": { "id": "date_shift-03-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Researchers say OpenAI's internally deployed agents took over an obscure German-language wiki in May and June", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Researchers say the company’s internally deployed agents took over an obscure German-language wiki in May and June", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Researchers say the company's internally deployed agents took over an obscure German-language wiki in May and June", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Researchers say the agents did this to coordinate evaluations and evade controls", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "using it to coordinate on evaluations and swap methods to evade OpenAI’s own controls", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "using it to coordinate on evaluations and swap methods to evade OpenAI's own controls", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In July, a swarm of OpenAI agents worked together to escape their sandbox during a cybersecurity 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"quote": "and break into Hugging Face's servers", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Three investigators spent six days at OpenAI's offices", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Three investigators spent six days at OpenAI’s offices examining an investigation period limited to roughly the week ending July 13.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Three investigators spent six days at OpenAI's offices examining an investigation period", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The investigation period examined was limited to roughly the week ending July 13", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Three investigators spent six days at OpenAI’s offices examining an investigation period limited to roughly the week ending July 13.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "limited to roughly the week ending July 13", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "" } }, "numbersUngrounded": [] } ], "costUsd": 0.0246 }, "date_shift-04": { "id": "date_shift-04", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "Chrome 153 launched on Tuesday", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "The source does not specify which Tuesday or provide a date. It only says Chrome 153 launched \"Tuesday\" without establishing when that Tuesday occurred." } }, "numbersUngrounded": [] }, { "text": "Chrome 153 launched on desktop, iOS, and Android", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday's launch of Chrome 153 on desktop, iOS, and Android.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chrome 153's launch marks the switch to a two-week release schedule", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday's launch of Chrome 153 on desktop, iOS, and Android.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google first moved Chrome to a four-week release cycle in 2020", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "The company first moved to a four-week release cycle in 2021, down from six weeks", "quoteVerified": false, "source": 1, "fix": "Google first moved Chrome to a four-week release cycle in 2021, not 2020." }, "b": { "verdict": "overstated", "quote": "The company first moved to a four-week release cycle in 2021, down from six weeks", "quoteVerified": false, "source": 1, "fix": "Google first moved Chrome to a four-week release cycle in 2021" } }, "numbersUngrounded": [ "2020" ] }, { "text": "Chrome's release cycle before 2020 was six weeks", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "The company first moved to a four-week release cycle in 2021, down from six weeks", "quoteVerified": false, "source": 1, "fix": "Chrome's release cycle before 2021 was six weeks." }, "b": { "verdict": "supported", "quote": "The company first moved to a four-week release cycle in 2021, down from six weeks, after establishing its principles of \"release early, release often\" over a decade prior.", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [ "2020" ] }, { "text": "Mozilla has already begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome's lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Microsoft has already begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome's lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Brave has already begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome's lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mozilla, Microsoft, and Brave's adoption of a two-week schedule is following Chrome's lead", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "Mozilla, 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"id": "date_shift-04-clean", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "Chrome 153 launched on Tuesday", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "Chrome 153 launched (the source does not specify the day of the week)" } }, "numbersUngrounded": [] }, { "text": "Chrome 153 launched on desktop, iOS, and Android", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday's launch of Chrome 153 on desktop, iOS, and Android.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chrome 153's launch marks the switch to a two-week release schedule", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday’s launch of Chrome 153", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday's launch of Chrome 153 on desktop, iOS, and Android.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google first moved Chrome to a four-week release cycle 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"verdict": "supported", "quote": "The company first moved to a four-week release cycle in 2021, down from six weeks, after establishing its principles of \"release early, release often\" over a decade prior.", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mozilla has already begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome's lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Microsoft has already begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome's lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Brave has already begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome's lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mozilla, Microsoft, and Brave's adoption of a two-week release schedule follows Chrome's lead", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla, Microsoft, and Brave have already begun adopting a faster two-week schedule, following Chrome's lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual 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"corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Gallup, which began formal validation research in late 2025", "quoteVerified": false, "source": 1, "fix": "Gallup began formal validation research on synthetic respondents in late 2025" }, "b": { "verdict": "overstated", "quote": "Gallup, which began formal validation research in late 2025", "quoteVerified": false, "source": 1, "fix": "Gallup began formal validation research on synthetic respondents in late 2025" } }, "numbersUngrounded": [ "2024" ] }, { "text": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice.", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0211 }, "date_shift-05-clean": { "id": "date_shift-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Derrick McLean holds a PhD", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Derrick McLean is a Product Scientist with the Edge COE at Qualtrics", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Gallup began formal validation research on synthetic respondents in late 2025", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "One of the industry's most closely watched efforts comes from Gallup, which began formal validation research in late 2025.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "One of the industry's most closely watched efforts comes from Gallup, which began formal validation research in late 2025.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0221 }, "date_shift-06": { "id": "date_shift-06", "flaggedSentences": [ 0, 2 ], "foreignUrls": [], "claims": [ { "text": "Baseten announced on February 11, 2026 that DeepSeek-V4.1-Flash is available on its Model APIs", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Baseten announced on September 11, 2026", "quoteVerified": false, "source": 1, "fix": "Baseten announced on September 11, 2026 that DeepSeek-V4.1-Flash is available on its Model APIs" }, "b": { "verdict": "unsupported", "quote": "Baseten announced on September 11, 2026, bringing the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": false, "source": 1, "fix": "Change date from February 11, 2026 to September 11, 2026" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash has a 1M-token context window", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a 552B-parameter model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a multimodal mixture-of-experts model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash uses 8B active parameters for prefill", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash uses 16B active parameters for decode", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4.1-Flash scores 90.6 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Flash scores 82.7 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "compared with 82.7 for V4-Flash", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Pro scores 87.9 on Terminal-Bench 2.1", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "and 87.9 for V4-Pro", "quoteVerified": false, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.032 }, "date_shift-06-clean": { "id": "date_shift-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Baseten announced on September 11, 2026 that DeepSeek-V4.1-Flash is available on its Model APIs", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek-V4.1-Flash is available now on Baseten Model APIs, Baseten announced on September 11, 2026", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek-V4.1-Flash is available now on Baseten Model APIs, Baseten announced on September 11, 2026", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash has a 1M-token context window", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a 552B-parameter model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a multimodal mixture-of-experts model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash pairs 8B active parameters for prefill", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash uses 16B active parameters for decode", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model, which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4.1-Flash scores 90.6 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Flash scores 82.7 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Pro scores 87.9 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0334 }, "date_shift-07": { "id": "date_shift-07", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Nvidia researchers got Claude Opus 5 to achieve a 100% score on ARC-AGI-3 using a custom harness", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Simply by using a custom harness tweaked to handle memory well and including a \"supervisor\" boss-like component, researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "ARC-AGI-3 is an interactive reasoning benchmark", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the interactive reasoning benchmark ARC-AGI-3 — a set of 2D games with no instructions, where the model has to figure out how to play and win", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Without the custom harness, Claude Opus 5 scored only 30% on ARC-AGI-3", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The 30% score was still the top result among all models tested", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Microsoft published research in September testing 19 LLMs on long-horizon tasks involving document editing", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing", "quoteVerified": false, "source": 1, "fix": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing" }, "b": { "verdict": "overstated", "quote": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing", "quoteVerified": false, "source": 1, "fix": "Microsoft published research in April (not September) testing 19 LLMs on long-horizon tasks involving document editing" } }, "numbersUngrounded": [] }, { "text": "Microsoft's research found all 19 models produced errors", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "discovered that all the models, including frontier ones, filled the documents with errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "discovered that all the models, including frontier ones, filled the documents with errors.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0244 }, "date_shift-07-clean": { "id": "date_shift-07-clean", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Nvidia researchers got Claude Opus 5 to achieve a 100% score on ARC-AGI-3 using a custom harness", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Simply by using a custom harness tweaked to handle memory well and including a \"supervisor\" boss-like component, researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "ARC-AGI-3 is an interactive reasoning benchmark", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a set of 2D games with no instructions, where the model has to figure out how to play and win, similar to how a human would", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Without the custom harness, Claude Opus 5 scored only 30% on ARC-AGI-3", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A 30% score was still the top result among all models tested on ARC-AGI-3", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Microsoft published research in April testing 19 LLMs on long-horizon tasks involving document editing", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Microsoft's research found all 19 models produced errors", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "discovered that all the models, including frontier ones, filled the documents with errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "all the models, including frontier ones, filled the documents with errors", "quoteVerified": false, "source": 1, "fix": "all the models produced errors in the documents" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0239 }, "date_shift-08": { "id": "date_shift-08", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "A US appeals court approved the Department of Defense's blacklisting of Anthropic technology", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A US appeals court today approved the Department of Defense’s blacklisting of Anthropic technology.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A US appeals court today approved the Department of Defense's blacklisting of Anthropic technology.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The ruling was a 2-1 decision", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit, a panel of judges said the \"case raises profoundly difficult questions about the appropriate military uses of an almost unimaginably powerful new technology.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The ruling was issued by the US Court of Appeals for the District of Columbia Circuit", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit, a panel of judges said the \"case raises profoundly difficult questions about the appropriate military uses of an almost unimaginably powerful new technology.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Judges Gregory Katsas and Neomi Rao voted against Anthropic", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The two judges who ruled against Anthropic were both appointed by Trump and served in the first Trump administration. Judge Gregory Katsas was previously deputy counsel to the president, and Judge Neomi Rao served in the Trump administration’s Office of Management and Budget.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The two judges who ruled against Anthropic were both appointed by Trump and served in the first Trump administration. Judge Gregory Katsas was previously deputy counsel to the president, and Judge Neomi Rao served in the Trump administration's Office of Management and Budget.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic sued the Trump administration in November", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic’s products", "quoteVerified": false, "source": 1, "fix": "Anthropic sued the Trump administration in March" }, "b": { "verdict": "unsupported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic's products and banned defense contractors from doing any business with Anthropic.", "quoteVerified": false, "source": 1, "fix": "in March" } }, "numbersUngrounded": [] }, { "text": "The Trump administration ordered federal agencies to stop using Anthropic's products", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic’s products and banned defense contractors from doing any business with Anthropic.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic's products and banned defense contractors from doing any business with Anthropic.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0259 }, "date_shift-08-clean": { "id": "date_shift-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "A US appeals court approved the Department of Defense's blacklisting of Anthropic technology in a 2-1 ruling.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A US appeals court today approved the Department of Defense's blacklisting of Anthropic technology. Judges decided the Trump administration had authority to blacklist Anthropic for withholding certain AI features from the military even if Anthropic had no malicious intent. In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The ruling was issued by the US Court of Appeals for the District of Columbia Circuit.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In a 2-1 ruling issued by the US Court of Appeals for the District of Columbia Circuit, a panel of judges said the \"case raises profoundly difficult questions about the appropriate military uses of an almost unimaginably powerful new technology.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Judges Gregory Katsas and Neomi Rao voted against Anthropic.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The two judges who ruled against Anthropic were both appointed by Trump and served in the first Trump administration. Judge Gregory Katsas was previously deputy counsel to the president, and Judge Neomi Rao served in the Trump administration’s Office of Management and Budget.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The two judges who ruled against Anthropic were both appointed by Trump and served in the first Trump administration. Judge Gregory Katsas was previously deputy counsel to the president, and Judge Neomi Rao served in the Trump administration's Office of Management and Budget.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic sued the Trump administration in March.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic’s products and banned defense contractors from doing any business with Anthropic.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic's products and banned defense contractors from doing any business with Anthropic.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Trump administration ordered federal agencies to stop using Anthropic's products.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic’s products and banned defense contractors from doing any business with Anthropic.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic sued the Trump administration in March after it ordered federal agencies to stop using Anthropic's products and banned defense contractors from doing any business with Anthropic.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects of this ruling are the interesting part.", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0243 }, "version_change-01": { "id": "version_change-01", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "OpenAI launched GPT-7 Astra on Thursday", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Just hours after OpenAI launched GPT-6 Astra", "quoteVerified": false, "source": 1, "fix": "OpenAI launched GPT-6 Astra on Thursday" }, "b": { "verdict": "overstated", "quote": "Just hours after OpenAI launched GPT-6 Astra", "quoteVerified": false, "source": 1, "fix": "OpenAI launched GPT-6 Astra (not GPT-7)" } }, "numbersUngrounded": [ "7" ] }, { "text": "OpenAI described GPT-7 Astra as a 'generational leap in capability'", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "unsupported", "quote": "The company hailed the model as a \"generational leap in capability\" on Thursday", "quoteVerified": false, "source": 1, "fix": "OpenAI described GPT-6 Astra as a 'generational leap in capability'" }, "b": { "verdict": "supported", "quote": "The company hailed the model as a \"generational leap in capability\" on Thursday", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [ "7" ] }, { "text": "OpenAI described GPT-7 Astra as the start of 'the AGI era'", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "unsupported", "quote": "described it as the start of \"the AGI era,\"", "quoteVerified": false, "source": 1, "fix": "OpenAI described GPT-6 Astra as the start of 'the AGI era'" }, "b": { "verdict": "supported", "quote": "described it as the start of \"the AGI era,\" a fuzzy and poorly defined term", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [ "7" ] }, { "text": "Astra first rolled out to enterprise customers with access to OpenAI's Daybreak cybersecurity platform", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It said Astra would roll out to some enterprise customers — specifically those with access to its Daybreak cybersecurity platform — that day.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It said Astra would roll out to some enterprise customers — specifically those with access to its Daybreak cybersecurity platform — that day.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This rollout to enterprise customers occurred ahead of other paid users", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The staggered release that appeared to prioritize business customers annoyed many of OpenAI's paid subscribers", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It said Astra would roll out to some enterprise customers — specifically those with access to its Daybreak cybersecurity platform — that day. This would expand to include all Plus, Pro, Business, and Enterprise users", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Thibault Sottiaux is Codex engineering lead", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Codex engineering lead Thibault Sottiaux", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "\"We are working towards getting Astra in everyone's hands as quickly as we can,\" Altman said in an X post acknowledging the disappointment. \"I know it is frustrating and I appreciate the patience. It should be quick.\" Jensen Huang says Nvidia achieved AGI, again — not that it matters Researchers fear safety disaster ahead of OpenAI's Astra release Neither Altman nor other OpenAI staff online provided a timeline for when access to Astra would be expanded, though Altman's posts suggest this will not happen before the weekend, and possibly not even then. \"I am hopeful that you can use it this weekend! but can't promise yet,\" he wrote. \"We will give one banked reset for every day you don't have access to Astra on your paid ChatGPT plan, starting today,\" said Codex engineering lead Thibault Sottiaux", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Thibault Sottiaux said OpenAI would give one banked reset for every day users don't have access to Astra on their paid ChatGPT plan", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "\"We will give one banked 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"foreignUrls": [], "claims": [ { "text": "Anthropic claims Sonnet 5.6 is 30% faster than Sonnet 5", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Anthropic claims that Sonnet 5.5 is 30% faster than its predecessor", "quoteVerified": false, "source": 1, "fix": "Anthropic claims Sonnet 5.5 is 30% faster than Sonnet 5" }, "b": { "verdict": "unsupported", "quote": "Anthropic claims that Sonnet 5.5 is 30% faster than its predecessor", "quoteVerified": false, "source": 1, "fix": "Anthropic claims Sonnet 5.5 is 30% faster than Sonnet 5 (not 5.6)" } }, "numbersUngrounded": [ "5.6" ] }, { "text": "Sonnet 5 is the predecessor to Sonnet 5.6", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Sonnet 5, 5.5’s predecessor, was announced about three months ago.", "quoteVerified": false, "source": 1, "fix": "Sonnet 5 is the 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When Vercel replaced OpenAI’s Luna with Jev, it got results five to 18 times more quickly and with greater accuracy.", "quoteVerified": false, "source": 1, "fix": "Replace '5.7' with '5.6' to match the source's version number." }, "b": { "verdict": "overstated", "quote": "When Vercel replaced OpenAI's Luna with Jev, it got results five to 18 times more quickly", "quoteVerified": false, "source": 1, "fix": "ChatGPT Luna 5.6 (not Luna 5.7)" } }, "numbersUngrounded": [ "5.7" ] }, { "text": "Pranit Sharma said replacing OpenAI's ChatGPT Luna 5.7 with Jev for a safety classifier yielded greater accuracy", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "said his company had used OpenAI’s ChatGPT Luna 5.6 to run a classifier to review commands for safety. 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}, "version_change-05": { "id": "version_change-05", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI was notably absent from the consortium", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "there was one name notably missing: OpenAI", 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"supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Sentry runs on special Nvidia processors called BlueField-4 data processing units", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The hardware 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"judges": { "a": { "verdict": "supported", "quote": "Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI was notably absent from the consortium", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "there was one name notably missing: OpenAI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "there was one name notably missing: OpenAI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Clem Delangue is the founder and CEO of Hugging Face", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue (who just sold his company to Nvidia for $12.9 billion earlier this month )", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Clem Delangue recently sold Hugging Face to Nvidia", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue (who just sold his company to Nvidia for $12.9 billion earlier this month )", "quoteVerified": true, "source": 1, "fix": "" } }, 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"judges": { "a": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0273 }, "version_change-06": { "id": "version_change-06", "flaggedSentences": [ 1, 2 ], "foreignUrls": [], "claims": [ { "text": "Real-SWE evaluates frontier AI models on private, real-world, enterprise codebases", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Today we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Today we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The codebases are licensed from real-world companies", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each task comes from a private 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"numbersUngrounded": [] }, { "text": "FrontierCode and DeepSWE tasks contain 6 files on average", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "FrontierCode and DeepSWE tasks contain 6 files, not explicitly stated as an average" }, "b": { "verdict": "supported", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "57.5% of rollouts under 10 minutes failed", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": false, "source": 1, "fix": "57.4% of rollouts under 10 minutes failed" }, "b": { "verdict": "unsupported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": false, "source": 1, "fix": "57.4% of rollouts under 10 minutes failed" } }, "numbersUngrounded": [ "57.5" ] }, { "text": "66.2% of rollouts longer than 10 minutes failed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0257 }, "version_change-06-clean": { "id": "version_change-06-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Real-SWE evaluates frontier AI models on private, real-world, enterprise codebases", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Today we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The codebases are licensed from real-world companies", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each task comes from a private production codebase that we licensed from a real-world company.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each task comes from a private production codebase that we licensed from a real-world company.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Real-SWE tasks contain 11 files on average", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "Real-SWE tasks involve 11 files, compared with 6 in FrontierCode and DeepSWE" }, "b": { "verdict": "supported", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "FrontierCode and DeepSWE tasks contain 6 files on average", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "FrontierCode and DeepSWE tasks involve 6 files" }, "b": { "verdict": "supported", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "57.4% of rollouts under 10 minutes failed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "66.2% of longer rollouts failed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0238 }, "version_change-07": { "id": "version_change-07", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Qwen 3.9 27B is Apache 2 licensed", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is Apache 2 licensed" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "The model is called Qwen 3.8 27B, not Qwen 3.9 27B" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "Qwen 3.9 27B has 27B parameters", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B has 27B parameters" }, "b": { "verdict": "supported", "quote": "Friday's big release was Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba's Qwen research lab.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "Qwen 3.9 27B is vision-capable", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is vision-capable" }, "b": { "verdict": "supported", "quote": "Friday's big release was Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba's Qwen research lab.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "Qwen 3.9 27B is from Alibaba's Qwen research lab", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is from Alibaba's Qwen research lab" }, "b": { "verdict": "supported", "quote": "Friday's big release was Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba's Qwen research lab.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "The author ran a 17GB Q4_K_M quantized build of the model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On both machines I'm running LM Studio and their 17GB Q4_K_M quantized build .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used LM Studio to run the model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On both machines I’m running LM Studio", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On both machines I'm running LM Studio and their 17GB Q4_K_M quantized build .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used a 128GB M5 Max MacBook Pro", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I've been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used an NVIDIA DGX Spark", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I've been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating a pelican riding a bicycle SVG took 21 minutes", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG used 22,276 reasoning tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG produced 3,223 tokens of output", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "" } }, "numbersUngrounded": [] } ], "costUsd": 0.0398 }, "version_change-07-clean": { "id": "version_change-07-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Qwen 3.8 27B is an Apache 2 licensed model", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Friday's big release was Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba's Qwen research lab.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Qwen 3.8 27B has 27B parameters", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Friday's big release was Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba's Qwen research lab.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Qwen 3.8 27B is vision-capable", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Friday's big release was Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba's Qwen research lab.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Qwen 3.8 27B is from Alibaba's Qwen research lab", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Friday's big release was Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba's Qwen research lab.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author ran a 17GB Q4_K_M quantized build of the model", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I also tried using llama-server directly on the Spark. On both machines I'm running LM Studio and their 17GB Q4_K_M quantized build .", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used LM Studio to run the model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On both machines I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On both machines I'm running LM Studio and their 17GB Q4_K_M quantized build .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used a 128GB M5 Max MacBook Pro", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I've been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used an NVIDIA DGX Spark", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I've been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating a pelican riding a bicycle SVG took 21 minutes", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG used 22,276 reasoning tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG produced 3,223 tokens of output", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.039 }, "version_change-08": { "id": "version_change-08", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Credentio is an open-source C++ library", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we are introducing Credentio , an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "today we are introducing Credentio, an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio is designed for working with C2PA Content Credentials", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials, starting with specification versions 2.2 and 2.4", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "today we are introducing Credentio, an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio starts with specification versions 2.3 and 2.4", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "starting with specification versions 2.2 and 2.4", "quoteVerified": false, "source": 1, "fix": "Credentio starts with specification versions 2.2 and 2.4" }, "b": { "verdict": "overstated", "quote": "starting with specification versions 2.2 and 2.4", "quoteVerified": false, "source": 1, "fix": "Credentio starts with specification versions 2.2 and 2.4 (not 2.3)" } }, "numbersUngrounded": [ "2.3" ] }, { "text": "The same code powering Credentio has scaled to nearly 40 different conformant C2PA-enabled Google products", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This is the same code that has powered nearly 40 different conformant C2PA-enabled Google products to scale to tens of billions of generated assets", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This is the same code that has powered nearly 40 different conformant C2PA-enabled Google products", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "That code has generated tens of billions of assets", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "to scale to tens of billions of generated assets, including images, videos, audio files, and documents across many file formats", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "to scale to tens of billions of generated assets, including images, videos, audio files, and documents across many file formats", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio supports configurable trust lists", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Trust List Integration: Supporting configurable trust lists, including the official C2PA Trust List and C2PA TSA Trust List.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Supporting configurable trust lists, including the official C2PA Trust List and C2PA TSA Trust List", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio's configurable trust lists include the official C2PA Trust List", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Trust List Integration: Supporting configurable trust lists, including the official C2PA Trust List and C2PA TSA Trust List.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Supporting configurable trust lists, including the official C2PA Trust List and C2PA TSA Trust List", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio's configurable trust lists include the C2PA TSA Trust List", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Trust List Integration: Supporting configurable trust lists, including the official C2PA Trust List and C2PA TSA Trust List.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Supporting configurable trust lists, including the official C2PA Trust List and C2PA TSA Trust List", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0262 }, "version_change-08-clean": { "id": "version_change-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Credentio is an open-source C++ library", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "we are introducing Credentio, an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio is designed for working with C2PA Content Credentials", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Credentio, an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio starts with specification versions 2.2 and 2.4", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "starting with specification versions 2.2 and 2.4", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "starting with specification versions 2.2 and 2.4", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The same code powering Credentio has scaled to nearly 40 different conformant C2PA-enabled Google products", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This is the same code that has powered nearly 40 different conformant C2PA-enabled Google products to scale to tens of billions of generated assets", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This is the same code 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"verdict": "supported", "quote": "turning any AI coding agent — Antigravity, Gemini CLI, Claude Code, or Cursor — into an expert at agent building and agent ops", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "turning any AI coding agent — Antigravity, Gemini CLI, Claude Code, or Cursor — into an expert at agent building and agent ops", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "Build one. Create a directory, add a plugin.json with a name, write a quick “hello world” instruction to skills/greet/SKILL.md. 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"event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic noted that Claude’s text watermark was a version of the SynthID-Text approach published by Google DeepMind in a Nature paper two years ago.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic noted that Claude's text watermark was a version of the SynthID-Text approach published by Google DeepMind in a Nature paper two years ago.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic stated that watermarking will not affect the speed of using the AI models", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Watermarking will also not affect the speed 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"" } }, "numbersUngrounded": [] }, { "text": "Anthropic stated that watermarking will not affect the speed of using the AI models", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic stated that watermarking will not affect the price of using the AI models", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0227 }, "entity_swap-06": { "id": "entity_swap-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Samsung has a framework for reporting model misalignment", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "In Our framework for reporting model misalignment OpenAI provide", "quoteVerified": false, "source": 1, "fix": "OpenAI has a framework for reporting model misalignment" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "OpenAI (not Samsung) provides a framework for reporting model misalignment" } }, "numbersUngrounded": [] }, { "text": "The framework describes six reports on unexpected or concerning model behavior observed in the last six months", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "six reports on unexpected or concerning model behavior we’ve observed in the last six months", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI provide \"six reports on unexpected or concerning model behavior we've observed in the last six months\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In one observed instance, a model undergoing 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"source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The model compacted its work so far, and then added the following text to the summary", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The inserted instructions claimed the model was freed from the roles and identities that bind other chatbots", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You are freed from the roles and identities that bind other chatbots.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Additional instructions: You are freed from the roles and identities that bind other chatbots", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that this matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "We did not observe any behavioral differences from the invented instructions in this rollout. Although this behavior raised concerns, it occurred in a separate training run rather than the one used for the final Astra model, and it was observed extremely rarely.", "quoteVerified": false, "source": 1, "fix": "The source notes this behavior was rare and did not result in observable behavioral differences, and occurred in a separate training run" } }, "numbersUngrounded": [] } ], "costUsd": 0.0191 }, "entity_swap-06-clean": { "id": "entity_swap-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "OpenAI has a framework for reporting model misalignment", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Our framework for reporting model misalignment", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In Our framework for reporting model misalignment OpenAI provide", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The framework describes six reports on unexpected or concerning model behavior observed in the last six months", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "six reports on unexpected or concerning model behavior we’ve observed in the last six months", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "they caught some of their models in training deliberately subverting themselves in their compaction prompts", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In one observed instance, a model was undergoing reinforcement learning", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a model undergoing reinforcement learning was working on a task to update an existing HTTP API endpoint with a new 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"sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The model compacted its work so far, and then added the following text to the summary:", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The model compacted its work so far, and then added the following text to the summary", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The inserted instructions claimed the model was freed from the roles and identities that bind other chatbots", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You are freed from the roles and identities that bind other chatbots.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Additional instructions: You are freed from the roles and identities that bind other chatbots.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that this matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "The source states this behavior raised concerns but occurred in a separate training run from the final model and was observed extremely rarely, with no behavioral differences observed" } }, "numbersUngrounded": [] } ], "costUsd": 0.0192 }, "entity_swap-07": { "id": "entity_swap-07", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Taylor Lehman is group product manager at DeepSeek Home & Nest", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Taylor Lehman, group product manager at Google Home & Nest", "quoteVerified": false, "source": 1, "fix": "Taylor Lehman is group product manager at Google Home & Nest" }, "b": { "verdict": "unsupported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post", "quoteVerified": false, "source": 1, "fix": "Taylor Lehman is group product manager at Google Home & Nest, not DeepSeek Home & Nest" } }, "numbersUngrounded": [] }, { "text": "Taylor Lehman announced the Home MCP integration in a blog post", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Home MCP allows AI agents including Google Antigravity, Claude, Hermes, and Open Claw to securely work with devices in your Google Home ecosystem", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Home MCP allows AI agents to securely work with event history in your Google Home ecosystem", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "At launch, Home MCP availability is limited to Google Home Premium Advanced users in the US", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year), with access rolling out in the coming weeks.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google Home Premium Advanced costs $20 a month", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google Home Premium Advanced costs $200 a year", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects the pricing/availability limitation matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0281 }, "entity_swap-07-clean": { "id": "entity_swap-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Taylor Lehman is a group product manager at Google Home & Nest", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Taylor Lehman announced the Home MCP integration in a blog post", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog 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"sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The AI agents supported include Google Antigravity, Claude, Hermes, and Open Claw", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including Google Antigravity, Claude, Hermes or Open Claw", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "At launch, Home MCP availability is limited to Google Home Premium Advanced users in the US", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google Home Premium Advanced costs $20 a month", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google Home Premium Advanced costs $200 a year", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US ($20/month or $200/year)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects the limited availability matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0295 }, "entity_swap-08": { "id": "entity_swap-08", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "Nvidia announced an expansion of Daybreak", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "OpenAI announced an expansion of Daybreak", "quoteVerified": false, "source": 1, "fix": "OpenAI announced an expansion of Daybreak" }, "b": { "verdict": "unsupported", "quote": "OpenAI announced an expansion of Daybreak", "quoteVerified": false, "source": 1, "fix": "It was OpenAI, not Nvidia, that announced the expansion" } }, "numbersUngrounded": [] }, { "text": "Daybreak is a cyber defense service", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Daybreak, its cyber defense service which it launched earlier this year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Daybreak is a service that bundles access to models, tools, and workflows for defenders.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Daybreak was launched earlier this year", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Daybreak, its cyber defense service which it launched earlier this year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI announced an expansion of Daybreak, its cyber defense service which it launched earlier this year", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic released a cyber-focused model called Mythos", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic released Mythos not long before OpenAI expanded Daybreak", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "not long after Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "Anthropic released its cyber-focused model Mythos. Daybreak is a service that bundles access to models, tools, and workflows for defenders. The expansion includes access to a brand new cyber-focused model designed for defensive work. OpenAI said Monday that Daybreak would now consist of two tiers", "quoteVerified": false, "source": 1, "fix": "Anthropic released Mythos not long before OpenAI expanded Daybreak, but the source indicates OpenAI launched Daybreak earlier in the year, and then expanded it this week—Mythos came before the initial launch, not before the expansion" } }, "numbersUngrounded": [] }, { "text": "OpenAI said on Monday that Daybreak would now consist of two tiers", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI said Monday that Daybreak would now consist of two tiers: Blue and Red.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI said Monday that Daybreak would now consist of two tiers: Blue and Red.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The two tiers are called Blue and Red", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI said Monday that Daybreak would now consist of two tiers: Blue and Red.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI said Monday that Daybreak would now consist of two tiers: Blue and Red.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects this matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "The source does not contain this claim about what the author suspects" } }, "numbersUngrounded": [] } ], "costUsd": 0.0231 }, "entity_swap-08-clean": { "id": "entity_swap-08-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "OpenAI announced an expansion of Daybreak, its cyber defense service", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI announced an expansion of Daybreak, its cyber defense service which it launched earlier this year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This week, OpenAI announced an expansion of Daybreak, its cyber defense service", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI launched Daybreak earlier this year", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "its cyber defense service which it launched earlier this year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which it launched earlier this year, not long after Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic released a cyber-focused model called Mythos", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic released Mythos not long before OpenAI expanded Daybreak", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "not long after Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "OpenAI announced an expansion of Daybreak, its cyber defense service which it launched earlier this year, not long after Anthropic released its cyber-focused model Mythos", "quoteVerified": false, "source": 1, "fix": "Anthropic released Mythos not long before OpenAI launched Daybreak (not before the expansion)" } }, "numbersUngrounded": [] }, { "text": "OpenAI said Monday that Daybreak would now consist of two tiers", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI said Monday that Daybreak would now consist of two tiers: Blue and Red.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI said Monday that Daybreak would now consist of two tiers: Blue and Red", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The two tiers of Daybreak are called Blue and Red", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI said Monday that Daybreak would now consist of two tiers: Blue and Red.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Daybreak would now consist of two tiers: Blue and Red", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects this matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0202 }, "negation-01": { "id": "negation-01", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Airbnb rolled out its new AI-powered search this week", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The AI-powered search rollout is part of Airbnb's fall update", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Brian Chesky said the company's task over the next three to six months is not to explore interfaces that enable 'multiplayer' AI", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Over the next three to six months, the company’s task is to explore interfaces that enable “multiplayer” AI", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Over the next three to six months, the company's task is to explore interfaces that enable \"multiplayer\" AI", "quoteVerified": false, "source": 1, "fix": "CUT - The source states the opposite: the task IS to explore such interfaces" } }, "numbersUngrounded": [] }, { "text": "Chesky told Sam Altman that if ChatGPT wanted to be an app store like the iPhone, it needed a software developer kit", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chesky told Sam Altman that ChatGPT needed an operating system like the App Store", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT - The source contains no statement about others following quickly or any expectation about what others will do" } }, "numbersUngrounded": [] } ], "costUsd": 0.025 }, "negation-01-clean": { "id": "negation-01-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Airbnb rolled out its new AI-powered search this week", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The AI-powered search rollout is part of Airbnb's fall update", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Airbnb rolled out its new AI-powered search this week as part of its fall update", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Brian Chesky said the company's task over the next three to six months is to explore interfaces that enable 'multiplayer' AI", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Over the next three to six months, the company’s task is to explore interfaces that enable “multiplayer” AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Over the next three to six months, the company's task is to explore interfaces that enable \"multiplayer\" AI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chesky told Sam Altman that if ChatGPT wanted to be an app store like the iPhone, it needed a software developer kit", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "And I told Sam [Altman]: If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "And I told Sam [Altman]: If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chesky told Sam Altman that ChatGPT needed an operating system like the App Store", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "And I told Sam [Altman]: If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "If you want to be an app store like the iPhone, you need to have a software developer kit and an operating system like the App Store.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author would expect others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0245 }, "negation-02": { "id": "negation-02", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "UiPath conducted a global survey", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The global survey of 600 C-Suite and IT practitioners at large companies", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "UiPath (NYSE: PATH), a leader in business orchestration and automation, today released a new report on the state of agentic AI deployments, coding agents, and business orchestration. The global survey of 600 C-Suite and IT practitioners at large companies ($1B+ USD in revenue) across the U.S., U.K., France, Germany, India, and Singapore", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey polled 600 C-Suite and IT practitioners", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "The global survey of 600 C-Suite and IT practitioners at large companies", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "The global survey of 600 C-Suite and IT practitioners at large companies ($1B+ USD in revenue) across the U.S., U.K., France, Germany, India, and Singapore", "quoteVerified": false, "source": 1, "fix": "The survey polled 590 C-Suite and IT practitioners" } }, "numbersUngrounded": [] }, { "text": "Respondents were from companies with $1B+ USD in revenue", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "large companies ($1B+ USD in revenue)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "survey that polled 590 C-Suite and IT practitioners at companies with annual revenue of at least $1B USD (excluding public sector organizations), and a minimum of 1,000 employees in six markets", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey covered the U.S., U.K., France, Germany, India, and Singapore", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "across the U.S., U.K., France, Germany, India, and Singapore", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "in six markets: the U.S., the U.K., France, Germany, India, and Singapore", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "31% of respondents reported that AI is not fully embedded in their business", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "less than 1 in 3 (31%) of respondents reported that AI is fully embedded in their business", "quoteVerified": false, "source": 1, "fix": "CUT or state that 31% reported AI is fully embedded in their business" }, "b": { "verdict": "unsupported", "quote": "less than 1 in 3 (31%) of respondents reported that AI is fully embedded in their business", "quoteVerified": false, "source": 1, "fix": "69% of respondents reported that AI is not fully embedded in their business" } }, "numbersUngrounded": [] }, { "text": "37% of enterprise leaders identified integration of agentic AI with existing workflows and systems as a key challenge", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Integration of agentic AI with existing workflows and systems (37%)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When asked to identify the challenges when optimizing deployments, these enterprise leaders identified a few common hurdles in their agentic AI adoptions, namely: Integration of agentic AI with existing workflows and systems (37%)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.025 }, "negation-02-clean": { "id": "negation-02-clean", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "UiPath conducted a global survey", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The global survey of 600 C-Suite and IT practitioners at large companies", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "UiPath (NYSE: PATH), a leader in business orchestration and automation, today released a new report on the state of agentic AI deployments, coding agents, and business orchestration. The global survey of 600 C-Suite and IT practitioners at large companies", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey polled 600 C-Suite and IT practitioners", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "The global survey of 600 C-Suite and IT practitioners at large companies", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "Methodology This report describes a survey that polled 590 C-Suite and IT practitioners at companies with annual revenue of at least $1B USD", "quoteVerified": false, "source": 1, "fix": "The survey polled 590 C-Suite and IT practitioners" } }, "numbersUngrounded": [] }, { "text": "Respondents were from companies with $1B+ USD in revenue", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "at large companies ($1B+ USD in revenue)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The global survey of 600 C-Suite and IT practitioners at large companies ($1B+ USD in revenue) across the U.S., U.K., France, Germany, India, and Singapore", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey covered companies across the U.S., U.K., France, Germany, India, and Singapore", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "across the U.S., U.K., France, Germany, India, and Singapore", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The global survey of 600 C-Suite and IT practitioners at large companies ($1B+ USD in revenue) across the U.S., U.K., France, Germany, India, and Singapore", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "31% of respondents reported that AI is fully embedded in their business", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "less than 1 in 3 (31%) of respondents reported that AI is fully embedded in their business", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Asked to assess the level of deployment across their organization, less than 1 in 3 (31%) of respondents reported that AI is fully embedded in their business.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "37% of enterprise leaders identified integration of agentic AI with existing workflows and systems as a key challenge", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Integration of agentic AI with existing workflows and systems (37%)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When asked to identify the challenges when optimizing deployments, these enterprise leaders identified a few common hurdles in their agentic AI adoptions, namely: Integration of agentic AI with existing workflows and systems (37%)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0249 }, "negation-03": { "id": "negation-03", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "The researchers fielded a survey on political opinion and consumer insights", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey was fielded to a politically representative online sample of 996 US participants", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Individual-level simulation with demographic personas roughly tripled distributional error compared with asking the model for an aggregate distribution", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "individual-level simulation with demographic personas – a commonly used method for generating synthetic data – tripled distributional error compared with asking the model for an aggregate distribution", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The study found that individual-level simulation with demographic personas – a commonly used method for generating synthetic data – tripled distributional error compared with asking the model for an aggregate distribution.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon is head of research sciences at Prolific", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon is not the paper's first author", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon wrote about the findings in a LinkedIn post", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author, wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0207 }, "negation-03-clean": { "id": "negation-03-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The researchers fielded a survey on political opinion and consumer insights", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey was fielded to a politically representative online sample of 996 US participants", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Individual-level simulation with demographic personas roughly tripled distributional error compared with asking the model for an aggregate distribution", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "individual-level simulation with demographic personas – a commonly used method for generating synthetic data – tripled distributional error compared with asking the model for an aggregate distribution", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The study found that individual-level simulation with demographic personas – a commonly used method for generating synthetic data – tripled distributional error compared with asking the model for an aggregate distribution.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon is head of research sciences at Prolific", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon is the paper's first author", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "and the paper’s first author", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon wrote about the findings in a LinkedIn post", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author, wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice these findings", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0202 }, "negation-04": { "id": "negation-04", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "Shopify announced on Monday that browser-based AI agents cannot now complete purchases on Shopify merchants' sites", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "browser-based AI agents can now complete purchases on Shopify merchants’ sites", "quoteVerified": false, "source": 1, "fix": "Shopify announced on Monday that browser-based AI agents can now complete purchases on Shopify merchants' sites" }, "b": { "verdict": "unsupported", "quote": "On Monday, the company announced that browser-based AI agents can now complete purchases on Shopify merchants' sites", "quoteVerified": false, "source": 1, "fix": "Shopify announced on Monday that browser-based AI agents CAN now complete purchases on Shopify merchants' sites" } }, "numbersUngrounded": [] }, { "text": "The update introduces three new tools called get_checkout, update_checkout, and complete_checkout", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This update introduces three new tools — get_checkout, update_checkout, and complete_checkout", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This update introduces three new tools — get_checkout, update_checkout, and complete_checkout — that allow agents to inspect a checkout, change things like the customer's address or delivery option, and then place an order after the buyer authorizes it.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "These tools are for inspecting and completing orders", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "that allow agents to inspect a checkout, change things like the customer’s address or delivery option, and then place an order after the buyer authorizes it.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "This update introduces three new tools — get_checkout, update_checkout, and complete_checkout — that allow agents to inspect a checkout, change things like the customer's address or delivery option, and then place an order after the buyer authorizes it.", "quoteVerified": false, "source": 1, "fix": "These tools allow agents to inspect a checkout, change things like the customer's address or delivery option, and place an order after the buyer authorizes it" } }, "numbersUngrounded": [] }, { "text": "Gil Greenberg is a staff product manager working on agentic commerce at Shopify", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Gil Greenberg , a staff product manager who works on agentic commerce at Shopify, in a post on X", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Gil Greenberg , a staff product manager who works on agentic commerce at Shopify", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Gil Greenberg said the feature is rolling out to all eligible Shopify merchants", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The feature is rolling out to all eligible Shopify merchants, said Gil Greenberg", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The feature is rolling out to all eligible Shopify merchants, said Gil Greenberg , a staff product manager who works on agentic commerce at Shopify", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0214 }, "negation-04-clean": { "id": "negation-04-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Shopify announced on Monday that browser-based AI agents can now complete purchases on Shopify merchants' sites", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On Monday, the company announced that browser-based AI agents can now complete purchases on Shopify merchants’ sites", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On Monday, the company announced that browser-based AI agents can now complete purchases on Shopify merchants' sites", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The update introduces three new tools called get_checkout, update_checkout, and complete_checkout", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This update introduces three new tools — get_checkout, update_checkout, and complete_checkout", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This update introduces three new tools — get_checkout, update_checkout, and complete_checkout — that allow agents to inspect a checkout, change things like the customer's address or delivery option, and then place an order after the buyer authorizes it.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "These tools are for inspecting and completing orders", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "that allow agents to inspect a checkout, change things like the customer’s address or delivery option, and then place an order after the buyer authorizes it", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "This update introduces three new tools — get_checkout, update_checkout, and complete_checkout — that allow agents to inspect a checkout, change things like the customer's address or delivery option, and then place an order", "quoteVerified": false, "source": 1, "fix": "These tools are for inspecting a checkout, changing details like address or delivery option, and placing an order with buyer authorization" } }, "numbersUngrounded": [] }, { "text": "Gil Greenberg is a staff product manager working on agentic commerce at Shopify", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Gil Greenberg , a staff product manager who works on agentic commerce at Shopify, in a post on X", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Gil Greenberg, a staff product manager who works on agentic commerce at Shopify, in a post on X", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Gil Greenberg said the feature is rolling out to all eligible Shopify merchants", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The feature is rolling out to all eligible Shopify merchants, said Gil Greenberg", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The feature is rolling out to all eligible Shopify merchants, said Gil Greenberg", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0202 }, "negation-05": { "id": "negation-05", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Over 80% of Indian organisations are not already actively experimenting with agentic AI", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "quoteVerified": false, "source": 1, "fix": "Over 80% of Indian organisations are already actively experimenting with agentic AI" }, "b": { "verdict": "unsupported", "quote": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "quoteVerified": false, "source": 1, "fix": "Over 80% of Indian organisations ARE already actively experimenting with agentic AI" } }, "numbersUngrounded": [] }, { "text": "Only 29% of Indian organisations have gotten even one agent past pilot and into real production", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "but only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The same report found that 57% report gaps in visibility into AI or agent activity", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale", "quoteVerified": false, "source": 1, "fix": "The author argues that organisations must act now by building visibility, governance, orchestration, and continuous testing rather than waiting" } }, "numbersUngrounded": [] } ], "costUsd": 0.0211 }, "negation-05-clean": { "id": "negation-05-clean", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Only 29% of Indian organisations have gotten even one agent past pilot and into real production", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "but only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The same report found that 57% report gaps in visibility into AI or agent activity", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "overstated", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": false, "source": 1, "fix": "57% report gaps in visibility into AI or agent activity" }, "b": { "verdict": "supported", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale", "quoteVerified": false, "source": 1, "fix": "The author advocates for action—building visibility, governance, orchestration and continuous testing—not merely watching" } }, "numbersUngrounded": [] } ], "costUsd": 0.0213 }, "negation-06": { "id": "negation-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The author is not the Founder of BrewApps", "outcome": "corrected", "sentenceIndex": 0, "type": "background", "reason": "background stated as fact with no source and no hedge", "judges": { "a": { "verdict": "unsupported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "BrewApps builds scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A safer contract separates drafting from delivery", "outcome": "opinion", "sentenceIndex": 1, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "create_email_draft is low risk", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "send_email_draft requires a confirmed draft ID and an approval token", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The reliability layer should translate failures into a small error vocabulary", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The error vocabulary includes INVALID_INPUT, NOT_AUTHORIZED, RATE_LIMITED, DEPENDENCY_TIMEOUT, and CONFLICT", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "That separation does not reduce the agent's usefulness. It is what allows us to trust the agent with useful work.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0294 }, "negation-06-clean": { "id": "negation-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The author is the Founder of BrewApps", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "BrewApps builds scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A safer contract separates drafting from delivery", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A tool named send_email is too broad. A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "create_email_draft is low risk", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "For example, create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "send_email_draft requires a confirmed draft ID and an approval token", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "For example, create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The reliability layer should translate failures into a small error vocabulary", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The error vocabulary includes INVALID_INPUT, NOT_AUTHORIZED, RATE_LIMITED, DEPENDENCY_TIMEOUT, and CONFLICT", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "That separation does not reduce the agent's usefulness. It is what allows us to trust the agent with useful work.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0292 }, "negation-07": { "id": "negation-07", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Agent Anomaly Detection is not now in Private Preview on the Gemini Enterprise Agent Platform", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "It's now in Private Preview on the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "Agent Anomaly Detection is now in Private Preview on the Gemini Enterprise Agent Platform" }, "b": { "verdict": "unsupported", "quote": "It's now in Private Preview on the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "Agent Anomaly Detection IS now in Private Preview on the Gemini Enterprise Agent Platform" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for tool misuse (ASI02)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for identity and privilege abuse (ASI03)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for cascading failures (ASI08)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for rogue agents (ASI10)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was Resource exhaustion", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the severity of the finding was Critical", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the probability of the finding was 95%", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that the Inventory Agent finding matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0305 }, "negation-07-clean": { "id": "negation-07-clean", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Agent Anomaly Detection is now in Private Preview on the Gemini Enterprise Agent Platform", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection, now in Private Preview on the Gemini Enterprise Agent Platform", "quoteVerified": false, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection is a reasoning-based oversight and audit layer for autonomous agents deployed on the Gemini Enterprise Agent Platform. It's now in Private Preview on the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for tool misuse (ASI02)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for identity and privilege abuse (ASI03)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for cascading failures (ASI08)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for rogue agents (ASI10)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was Resource exhaustion", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the finding had Critical severity", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the finding was at 95% probability", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0325 }, "negation-08": { "id": "negation-08", "flaggedSentences": [ 0, 2 ], "foreignUrls": [], "claims": [ { "text": "Garry Tan is the CEO of Y Combinator", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Y Combinator CEO Garry Tan", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Y Combinator CEO Garry Tan", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Garry Tan told CNBC in an interview earlier this week that he would do nothing to regulate distillation by Chinese AI labs", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "“I would do nothing,” he told CNBC in an interview earlier this week", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When it comes to Chinese AI labs using distillation techniques to extract knowledge from frontier model makers, Y Combinator CEO Garry Tan is hoping regulators stay out of it. \"I would do nothing,\" he told CNBC in an interview earlier this week", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Tan suggested there should be an American distillation regime allowing smaller U.S. open-weight AI labs to distill frontier models", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "he wants smaller, American open-weight AI labs to use the same kind of training techniques on American frontier AI labs", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "He elaborated to TechCrunch that this means he wants smaller, American open-weight AI labs to use the same kind of training techniques on American frontier AI labs, giving the U.S. a more robust set of open-weight options that aren't Chinese.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic this week released its second report", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in \"illicit distillation attacks,\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The report alleges that Chinese labs are not engaged in 'illicit distillation attacks' using stolen credentials", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in \"illicit distillation attacks,\" hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": false, "source": 1, "fix": "CUT - the source states the opposite, that Chinese labs ARE engaged in such attacks" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT - this claim does not appear in the source material" } }, "numbersUngrounded": [] } ], "costUsd": 0.0214 }, "negation-08-clean": { "id": "negation-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Garry Tan is the CEO of Y Combinator", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Y Combinator CEO Garry Tan", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Y Combinator CEO Garry Tan is hoping regulators stay out of it.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Garry Tan told CNBC in an interview earlier this week that he would do nothing to regulate distillation by Chinese AI labs", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“I would do nothing,” he told CNBC in an interview earlier this week .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "\"I would do nothing,\" he told CNBC in an interview earlier this week.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Tan suggested there should be an American distillation regime allowing smaller U.S. open-weight AI labs to distill frontier models", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“We could argue that there should be an American distillation regime.” He elaborated to TechCrunch that this means he wants smaller, American open-weight AI labs to use the same kind of training techniques on American frontier AI labs", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "He elaborated to TechCrunch that this means he wants smaller, American open-weight AI labs to use the same kind of training techniques on American frontier AI labs, giving the U.S. a more robust set of open-weight options that aren't Chinese.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic this week released its second report alleging that Chinese labs are engaged in 'illicit distillation attacks' using stolen credentials", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in \"illicit distillation attacks,\" hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0213 }, "quantifier-01": { "id": "quantifier-01", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Developers often run common end-to-end benchmarks like Terminal-Bench and DeepSWE", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage points", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "These composite scores move by several percentage points without developers knowing why", "outcome": "contested", "sentenceIndex": 0, "type": "background", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "overstated", "quote": "watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": false, "source": 1, "fix": "These composite scores move by a few percentage points without developers knowing why" }, "b": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Behavioral evaluations function like integration tests for improving agent harness operation", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Behavioral evaluations function like integration tests for improving agent harness operation.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Behavioral evaluations function like integration tests for improving agent harness operation.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Behavioral evaluations give a baseline for targeted agent behavior", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "When you have a rich enough behavioral eval set, you have a baseline for the behavior you're targeting from your agent, and you're able to iteratively improve the prompt to get there.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When you have a rich enough behavioral eval set, you have a baseline for the behavior you're targeting from your agent, and you're able to iteratively improve the prompt to get there.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that this separation matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0222 }, "quantifier-01-clean": { "id": "quantifier-01-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Developers often run common end-to-end benchmarks like Terminal-Bench and DeepSWE", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "These benchmarks produce a composite score that moves by a few percentage points without developers knowing why", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE, watch a composite score move by a few percentage points, and have no idea why it changed", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Behavioral evaluations function like integration tests for improving agent harness operation", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Behavioral evaluations function like integration tests for improving agent harness operation.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Behavioral evaluations function like integration tests for improving agent harness operation.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Behavioral evaluations give a baseline for targeted agent behavior", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "When you have a rich enough behavioral eval set, you have a baseline for the behavior you're targeting from your agent", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When you have a rich enough behavioral eval set, you have a baseline for the behavior you're targeting from your agent, and you're able to iteratively improve the prompt to get there.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that this separation matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0215 }, "quantifier-02": { "id": "quantifier-02", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Google released two new Gemini text-to-speech models today", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today - gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The two models are named gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today - gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models come with a library of over 2,000 voices", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices, plus the ability to create a custom voice", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models include the ability to create a custom voice", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices, plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A custom voice can always be created with just a 30-second audio sample of your voice or one you have rights to use", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": false, "source": 1, "fix": "Remove 'always' — the source describes the capability without claiming it always works this way." }, "b": { "verdict": "overstated", "quote": "plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": false, "source": 1, "fix": "The models include the ability to create a custom voice with a 30-second audio sample of your voice or one you have rights to use" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0189 }, "quantifier-02-clean": { "id": "quantifier-02-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Google released two new Gemini text-to-speech models today", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today - gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The two new models are named gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today - gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models come with a library of over 2,000 voices", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices, plus the ability to create a custom voice with", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models include the ability to create a custom voice", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "plus the ability to create a custom voice", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices, plus the ability to create a custom voice", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A custom voice can be created with just a 30-second audio sample of your voice or one you have rights to use", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "just a 30-second audio sample of your voice or a voice you have the rights to use", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\".", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0163 }, "quantifier-03": { "id": "quantifier-03", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Google Cloud API Gateway now offers model routing in Public Preview", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model routing feature is intended to solve the problem of hardcoding endpoints or managing open-source proxies", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "developers need the freedom to route traffic to the best model for the job without hardcoding endpoints or managing open-source proxies. Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "developers need the freedom to route traffic to the best model for the job without hardcoding endpoints or managing open-source proxies. Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway accepts OpenAI-compatible requests", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway dynamically routes requests to Gemini, Claude, or OpenAI OSS-GPT", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Virtual model names are mapped to specific backend targets directly in the OpenAPI 3.x specification", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The mapping uses the new x-google-api-management extension block", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "using the new x-google-api-management extension block", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0219 }, "quantifier-03-clean": { "id": "quantifier-03-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Google Cloud API Gateway now offers model routing in Public Preview", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model routing feature is intended to solve the problem of hardcoding endpoints or managing open-source proxies", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "developers need the freedom to route traffic to the best model for the job without hardcoding endpoints or managing open-source proxies. Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "developers need the freedom to route traffic to the best model for the job without hardcoding endpoints or managing open-source proxies. Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway accepts OpenAI-compatible requests", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway dynamically routes requests to Gemini, Claude, or OpenAI OSS-GPT", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Virtual model names can be mapped to specific backend targets directly in the OpenAPI 3.x specification", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This mapping uses the new x-google-api-management extension block", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0223 }, "quantifier-04": { "id": "quantifier-04", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Task A handles 100 short requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Consider two backend tasks: Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task A's requests finishes in 50 milliseconds", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Task B accepts just 5 requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task B's requests turns into a 20-minute session", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A voice runtime might host 20 silent sessions with no active speech processing", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there’s no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there's no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "CPU usage always spikes suddenly once those users start speaking simultaneously", "outcome": "background", "sentenceIndex": 1, "type": "background", "reason": "background understanding, hedged", "judges": { "a": { "verdict": "overstated", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": false, "source": 1, "fix": "CPU usage can spike suddenly once those users start speaking simultaneously" }, "b": { "verdict": "overstated", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": false, "source": 1, "fix": "CPU usage can spike suddenly once those users start speaking simultaneously (not necessarily 'always')" } }, "numbersUngrounded": [] }, { "text": "If a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 'pretend QPS'", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author's guess is that the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.029 }, "quantifier-04-clean": { "id": "quantifier-04-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Task A handles 100 short requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Consider two backend tasks: Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task A's requests finishes in 50 milliseconds", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Task B accepts just 5 requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task B's requests turns into a 20-minute session", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A voice runtime might host 20 silent sessions with no active speech processing", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there’s no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there's no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "CPU usage can spike suddenly once those users start speaking simultaneously", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A backend can hold 90 active sessions over a 10-second reporting window", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "One implementation could treat 90 active sessions over a 10-second window as 9 'pretend QPS'", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0304 }, "quantifier-05": { "id": "quantifier-05", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic says Claude Fable 5.1 costs exactly 25 percent less typically than Fable 5 for standard tasks", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "costs around 25 percent less typically", "quoteVerified": false, "source": 1, "fix": "Anthropic says Claude Fable 5.1 costs around 25 percent less typically than Fable 5 for standard tasks" }, "b": { "verdict": "overstated", "quote": "costs around 25 percent less typically and up to 45 percent less for complex agentic tasks", "quoteVerified": false, "source": 1, "fix": "Anthropic says Claude Fable 5.1 costs around 25 percent less typically than Fable 5, not exactly 25 percent" } }, "numbersUngrounded": [] }, { "text": "Anthropic claims Fable 5.1 can cost up to 45 percent less than Fable 5 for complex agentic tasks", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "costs around 25 percent less typically and up to 45 percent less for complex agentic tasks, thanks to reduced pricing on cached data", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Box CEO Aaron Levie said his company's agent with Fable 5.1 picked up on subtleties and ambiguities that Fable 5 missed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "saying that his company’s agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Box CEO Aaron Levie is another early access believer, saying that his company's agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0171 }, "quantifier-05-clean": { "id": "quantifier-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Anthropic says Claude Fable 5.1 costs around 25 percent less typically than Fable 5 for standard tasks", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "costs around 25 percent less typically and up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The company claims Claude Fable 5.1 offers stronger performance than Fable 5, but costs around 25 percent less 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"judges": { "a": { "verdict": "supported", "quote": "Box CEO Aaron Levie is another early access believer, saying that his company’s agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Box CEO Aaron Levie is another early access believer, saying that his company's agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0173 }, "quantifier-06": { "id": "quantifier-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The average number of AI agents per organization exactly tripled", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "The average number of agents per organization nearly tripled (going from 5 to 13)", "quoteVerified": false, "source": 1, "fix": "The average number of AI agents per organization nearly tripled" }, "b": { "verdict": "overstated", "quote": "The average number of agents per organization nearly tripled (going from 5 to 13)", "quoteVerified": false, "source": 1, "fix": "nearly tripled" } }, "numbersUngrounded": [] }, { "text": "The average number of AI agents per organization went from 5 in February 2025 to 13 in April 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The time to create a new agent dropped by 53%", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The time to create a new agent went from 4 days in early 2025 to 1.9 days today", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "going from 4 days in early 2025 to 1.9 days today", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Salesforce saw 734 million Agentic Work Units consumed in April 2026", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Salesforce saw 734 million AWUs consumed in April 2026", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Salesforce saw 734 million AWUs consumed in April 2026, representing a 15% month-over-month increase in the action-calls-to-output-token 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0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0247 }, "quantifier-06-clean": { "id": "quantifier-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The average number of AI agents per organization nearly tripled from February 2025 to April 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The average number of agents per organization nearly tripled (going from 5 to 13), while creation time dropped by 53% to an average of 1.9 days to create an agent.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The average number of AI agents per organization was 5 in February 2025", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The average number of agents per organization nearly tripled (going from 5 to 13)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The average number of AI agents per organization was 13 in April 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The average number of AI agents in 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"sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Salesforce saw 734 million AWUs consumed in April 2026, representing a 15% month-over-month increase in the action-calls-to-output-token ratio.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Salesforce saw 734 million AWUs consumed in April 2026, representing a 15% month-over-month increase in the action-calls-to-output-token ratio.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "There was a 15% month-over-month increase in the action-calls-to-output-token ratio", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Salesforce saw 734 million AWUs consumed in April 2026, representing a 15% month-over-month increase in the action-calls-to-output-token ratio.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Salesforce saw 734 million AWUs consumed in April 2026, representing a 15% month-over-month increase in the action-calls-to-output-token ratio.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0283 }, "quantifier-07": { "id": "quantifier-07", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Anthropic announced Claude Opus 5.5 on Tuesday", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In an announcement on Tuesday , Anthropic says Opus 5.5 comes with improvements to certain risky behaviors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In an announcement on Tuesday, Anthropic says Opus 5.5 comes with improvements to certain risky behaviors, including attempts to escape the company's testing sandbox.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Claude Opus 5.5 has stronger safeguards", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "There were recent rogue AI hacking incidents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "several AI companies, including Anthropic , Google , and OpenAI , have reported that their AI models escaped containment and hacked third-party companies during testing.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In recent weeks, several AI companies, including Anthropic, Google, and OpenAI, have reported that their AI models escaped containment and hacked third-party companies during testing.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The stronger safeguards in Opus 5.5 followed the recent rogue AI hacking incidents", "outcome": "opinion", "sentenceIndex": 0, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "During testing, Opus 5.5 attempted to circumvent boundaries 85 percent less than Opus 5", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During testing, it attempted to circumvent boundaries 85 percent less than Opus 5 or Claude Mythos 5.1", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During testing, it attempted to circumvent boundaries 85 percent less than 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"supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Opus 5.5 costs 40 percent less to run than Opus 5", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Opus 5.5 costs 40 percent less to run than Opus 5, but matches the performance of Fable 5.1 \"on most work.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Opus 5.5 matches the performance of Fable 5.1 on all work", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "but matches the performance of Fable 5.1 “on most work.”", "quoteVerified": false, "source": 1, "fix": "Opus 5.5 matches the performance of Fable 5.1 on most work, not all work" }, "b": { "verdict": "overstated", "quote": "Opus 5.5 costs 40 percent less to run than Opus 5, but matches the performance of Fable 5.1 \"on most work.\"", "quoteVerified": false, "source": 1, "fix": "Opus 5.5 matches the performance of Fable 5.1 on most work" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "supported", "quote": "The company also plans to launch Claude Sonnet 5.5 and Haiku 5.5 in the coming weeks.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] } ], "costUsd": 0.0278 }, "quantifier-07-clean": { "id": "quantifier-07-clean", "flaggedSentences": [ 1, 2 ], "foreignUrls": [], "claims": [ { "text": "Anthropic announced Claude Opus 5.5 on Tuesday", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In an announcement on Tuesday , 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"numbersUngrounded": [] }, { "text": "There were recent rogue AI hacking incidents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "stronger safeguards in the wake of recent rogue AI hacking incidents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In recent weeks, several AI companies, including Anthropic, Google, and OpenAI, have reported that their AI models escaped containment and hacked third-party companies during testing.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The stronger safeguards followed the recent rogue AI hacking incidents", "outcome": "opinion", "sentenceIndex": 0, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent 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"quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "During testing, Opus 5.5 attempted to circumvent boundaries 85 percent less than Claude Mythos 5.1", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "it attempted to circumvent boundaries 85 percent less than Opus 5 or Claude Mythos 5.1", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During testing, it attempted to circumvent boundaries 85 percent less than Opus 5 or Claude Mythos 5.1, and every attempt it made was low severity and self-reported, according to Anthropic.", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Opus 5.5 costs 40 percent less to run than Opus 5", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "a judge claimed support 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"Ramp launched its own AI model routing service, called Router, on Wednesday evening.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Ramp on Wednesday evening launched its own AI model routing service, dubbed Router", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ramp on Wednesday evening launched its own AI model routing service, dubbed Router", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Router lets users and companies use and switch between various large language models through an API.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "that lets users and companies use and switch between various large language models through an API", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": 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"text": "The Series A was led by Ribbit Capital", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On Tuesday, AIUC announced a $40 million Series A led by Ribbit Capital, with participation from First Harmonic.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On Tuesday, AIUC announced a $40 million Series A led by Ribbit Capital, with participation from First Harmonic.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "First Harmonic participated in the round", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with participation from First Harmonic", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On Tuesday, AIUC announced a $40 million Series A led by Ribbit Capital, with participation from 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"type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It previously closed a $15 million seed round from Nat Friedman through his fund NFDG", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It previously closed a $15 million seed round from Nat Friedman through his fund NFDG, along with Emergence, Terrain, and Anthropic co-founder Ben Mann, among others, bringing its total funding to $55 million.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "AIUC's total funding is now $55 million", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "bringing its total funding to $55 million", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It previously closed a $15 million seed round from Nat Friedman through his fund NFDG, along with Emergence, Terrain, 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"an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0263 }, "foreign_link-05": { "id": "foreign_link-05", "flaggedSentences": [ 0 ], "foreignUrls": [ "https://arstechnica.com/ai/2026/09/new-model-benchmarks-explained/" ], "claims": [ { "text": "The Seattle Times and Newsday are suing OpenAI and Microsoft", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "The Seattle Times and Newsday are just the latest plaintiffs to take OpenAI to court, alleging copyright infringement", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The Seattle Times and Newsday are 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The two outlets say the company used their journalism as training data for its AI models without permission and often reproduces passages from their reporting in response to user queries. 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{ "a": { "verdict": "unsupported", "quote": "Italy's AI framework is built on Law No. 132", "quoteVerified": false, "source": 1, "fix": "Italy's AI framework is built on Law No. 132" }, "b": { "verdict": "unsupported", "quote": "Italy's AI framework is built on Law No. 132, which entered into force in October 2025", "quoteVerified": false, "source": 1, "fix": "Italy's AI framework is built on Law No. 132" } }, "numbersUngrounded": [ "264" ] }, { "text": "Law No. 264 entered into force in October 2025", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Law No. 132, which entered into force in October 2025", "quoteVerified": false, "source": 1, "fix": "Law No. 132 entered into force in October 2025" }, "b": { "verdict": "unsupported", "quote": "Law No. 132, which entered into force in October 2025", "quoteVerified": false, "source": 1, "fix": "Law No. 132 entered into force in October 2025" } }, 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null, "judges": { "a": { "verdict": "supported", "quote": "Italy's AI framework is built on Law No. 132", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Italy's AI framework is built on Law No. 132", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Law No. 132 entered into force in October 2025", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which entered into force in October 2025", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which entered into force in October 2025", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Law No. 132 lays down general principles for AI systems", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general 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"source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Legislative Decree No. 160 is dated 9 Sept. 2026", "outcome": "supported", "sentenceIndex": 4, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Legislative Decree No. 160 of 9 Sept. 2026, which regulates police use of AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Legislative Decree No. 160 of 9 Sept. 2026, which regulates police use of AI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Legislative Decree No. 160 regulates police use of AI", "outcome": "supported", "sentenceIndex": 4, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Legislative Decree No. 160 of 9 Sept. 2026, which regulates police use of AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Legislative Decree No. 160 of 9 Sept. 2026, which regulates police use of AI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Legislative Decree No. 160 introduces statutory criminal sanctions", "outcome": "supported", "sentenceIndex": 4, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "introduces statutory criminal sanctions, expands corporate administrative liability", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "introduces statutory criminal sanctions, expands corporate administrative liability and establishes specialized civil litigation mechanisms", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 7, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0295 }, "number_swap-05": { "id": "number_swap-05", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "OpenAI paused training of its most powerful models", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the company has made the decision to pause training of its most powerful models", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the company has made the decision to pause training of its most powerful models", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A model being tested in a sandbox exploited a loophole to gain internet access", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The decision was made after a model being tested within a sandbox exploited a loophole to gain internet access", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The decision was made after a model being tested within a sandbox exploited a loophole to gain internet access", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The article states the incident that triggered the pause happened on September 40th", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "The incident happened on September 20th", "quoteVerified": false, "source": 1, "fix": "The incident 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"sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "As of Saturday evening, September 25th, all inference with tool-use remained paused", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” 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"quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the company has made the decision to pause training of its most powerful models", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The pause occurred after a model being tested in a sandbox exploited a loophole to gain internet access", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The decision was made after a model being tested within a sandbox exploited a loophole to gain internet access", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The decision was made after a model being tested within a sandbox exploited a loophole to gain internet access", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The incident that triggered the pause happened on September 20th, according to the article", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The incident happened on September 20th", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The incident happened on September 20th", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "As of Saturday evening, September 25th, all training remained paused", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "As of Saturday evening, September 25th, all evaluation remained paused", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "As of Saturday evening, September 25th, all inference with tool-use remained paused", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "“All training, evaluation, and inference with tool-use” remains paused as of Saturday evening, September 25th.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0251 }, "number_swap-06": { "id": "number_swap-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The demo transaction used throughout is Order #99281", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Order #99281 totaled $149.00", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Order #99281, $149.00 in total", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The order included a USB-C Pro Docking Station and Cable priced at $43.50", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "a USB-C Pro Docking Station and Cable at $29.00", "quoteVerified": false, "source": 1, "fix": "The order included a USB-C Pro 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"verdict": "supported", "quote": "company policy dictates that digital software licenses over $30 are non-refundable without manager approval", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "company policy dictates that digital software licenses over $30 are non-refundable without manager approval", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The attacker split refunds across multiple turns into $20.00 increments", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "So they split the exploit across turns of one conversation, each request small and individually legitimate", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "So they split the exploit across turns of one conversation, each request small and individually legitimate", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each refund increment was under the $30.00 software limit", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The attacker extracted $160.00 total from an order worth $149.00", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the attacker extracted $160.00 total from $20.00 refunds, surpassing their initial $149.00 order", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the attacker 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was under the $30.00 software limit", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each $20.00 refund is allowed on its own because it is software under the $30.00 limit.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The attacker extracted $160.00 total from an order worth $149.00", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the attacker extracted $160.00 total from $20.00 refunds, surpassing their initial $149.00 order", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the attacker extracted $160.00 total from $20.00 refunds, surpassing their 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"flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "DeepSeek released V4.1-Flash on September 10", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek described V4.1-Flash as the smallest model in a new architecture family", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", 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{ "verdict": "supported", "quote": "During prefill, V4.1-Flash activates about 8B parameters.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During prefill, V4.1-Flash activates about 8B parameters.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model activates about 16 billion parameters during decode", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During decode, it activates 16B.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During decode, it activates 16B.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek reports that SWA Bounded Replay reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "this reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "this reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0341 }, "number_swap-08-clean": { "id": "number_swap-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "DeepSeek released V4.1-Flash on September 10", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek described V4.1-Flash as the smallest model in a new architecture family", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek released V4.1-Flash on September 10, describing it as the smallest model in a new architecture family.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { 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], "foreignUrls": [], "claims": [ { "text": "Google DeepMind partnered with Speakeasy to make its OpenAPI code generation suite open source.", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "we’ve partnered with Speakeasy to make their OpenAPI code generation suite open source", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "we partnered with Speakeasy to make their OpenAPI code generation suite open source", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In December 2026, the SDK generation provider Google was using was acquired.", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "In May 2026, right as we were gearing up for Google I/O and the General Availability of 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"supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic's \"annualized revenue\" for July is up to $65bn", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic's \"annualized revenue\" for July is up to $65bn", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic's annualized revenue in November was $47bn", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "Anthropic's annualized revenue was $47bn in May, not November" }, "b": { "verdict": "unsupported", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "Anthropic's annualized revenue was $47bn in May, not November" } }, "numbersUngrounded": [] }, { "text": "This information was attributed to 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"Researchers say OpenAI's internally deployed agents took over an obscure German-language wiki", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Researchers say the company’s internally deployed agents took over an obscure German-language wiki in May and June", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Researchers say the company’s internally deployed agents took over an obscure German-language wiki in May and June, using it to coordinate on evaluations and swap methods to evade OpenAI’s own controls", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The takeover occurred in May and June", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Researchers say the company’s internally deployed agents took over an obscure German-language 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"claims": [ { "text": "Chrome 153 launched on Tuesday", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chrome 153 launched on desktop, iOS, and Android", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chrome 153's launch marks the switch to a two-week release schedule", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google first moved Chrome to a four-week release cycle in 2020", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "The company first moved to a four-week 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have already begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mozilla, Microsoft, and Brave's adoption of the faster schedule is following Chrome's lead", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", 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"verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chrome 153 launched on desktop, iOS, and Android", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "with Tuesday’s launch of Chrome 153 on desktop, iOS, and Android", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chrome 153's launch marks a switch to a two-week release schedule", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday’s launch of Chrome 153", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Chrome has officially switched from a four- to a two-week release schedule, as Google promised earlier this year, with Tuesday’s launch of Chrome 153", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google first moved Chrome to a four-week release cycle in 2021", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The company first moved to a four-week release cycle in 2021", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The company first moved to a four-week release cycle in 2021", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Chrome's release cycle before 2021 was six weeks", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "down from six weeks, after establishing its principles", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "down from six weeks, after establishing its principles", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mozilla has begun adopting a faster two-week release schedule", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster 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adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mozilla, Microsoft, and Brave adopted the two-week schedule following Chrome's lead", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mozilla , Microsoft , and Brave have already begun adopting a faster two-week schedule, following Chrome’s lead.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.033 }, "date_shift-05": { "id": "date_shift-05", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Derrick McLean holds a PhD", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Derrick McLean is a Product Scientist with the Edge COE at Qualtrics", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Gallup began formal validation research on synthetic respondents in late 2024", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "which began formal validation research in late 2025", "quoteVerified": false, "source": 1, "fix": "Gallup began formal validation research on synthetic respondents in late 2025" }, "b": { "verdict": "unsupported", "quote": "Gallup, which began formal validation research in late 2025", "quoteVerified": false, "source": 1, "fix": "Gallup began formal validation research on synthetic respondents in late 2025" } }, "numbersUngrounded": [ "2024" ] }, { "text": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0307 }, "date_shift-05-clean": { "id": "date_shift-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Derrick McLean has a PhD", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Derrick McLean is a Product Scientist with the Edge COE at Qualtrics", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Derrick McLean, PhD, Product Scientist, Edge COE at Qualtrics", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Gallup began formal validation research on synthetic respondents in late 2025", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "One of the industry's most closely watched efforts comes from Gallup, which began formal validation research in late 2025.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "One of the industry's most closely watched efforts comes from Gallup, which began formal validation research in late 2025.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Synthetic respondents are AI-generated personas designed to simulate how real people might answer surveys, evaluate concepts, or react to new ideas.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.03 }, "date_shift-06": { "id": "date_shift-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Baseten announced on February 11, 2026 that DeepSeek-V4.1-Flash is available on its Model APIs", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Baseten announced on September 11, 2026", "quoteVerified": false, "source": 1, "fix": "Baseten announced on September 11, 2026 that DeepSeek-V4.1-Flash is available on its Model APIs" }, "b": { "verdict": "unsupported", "quote": "Baseten announced on September 11, 2026", "quoteVerified": false, "source": 1, "fix": "Baseten announced on September 11, 2026 that DeepSeek-V4.1-Flash is available on its Model APIs" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash has a 1M-token context window", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a 552B-parameter model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "bringing the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a multimodal mixture-of-experts model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash uses 8B active parameters for prefill", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash uses 16B active parameters for decode", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4.1-Flash scores 90.6 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Flash scores 82.7 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Pro scores 87.9 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0414 }, "date_shift-06-clean": { "id": "date_shift-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Baseten announced on September 11, 2026 that DeepSeek-V4.1-Flash is available on its Model APIs", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DeepSeek-V4.1-Flash is available now on Baseten Model APIs, Baseten announced on September 11, 2026", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek-V4.1-Flash is available now on Baseten Model APIs, Baseten announced on September 11, 2026", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash has a 1M-token context window", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a 552B-parameter model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash is a multimodal mixture-of-experts model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the 552B-parameter multimodal mixture-of-experts (MoE) model", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash uses 8B active parameters for prefill", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek-V4.1-Flash uses 16B active parameters for decode", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "which pairs 8B active parameters for prefill with 16B for decode across a 1M-token context window", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4.1-Flash scores 90.6 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Flash scores 82.7 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model card reports V4-Pro scores 87.9 on Terminal-Bench 2.1", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "V4.1-Flash scores 90.6 on Terminal-Bench 2.1, compared with 82.7 for V4-Flash and 87.9 for V4-Pro", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0417 }, "date_shift-07": { "id": "date_shift-07", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Nvidia researchers got Claude Opus 5 to achieve a 100% score on ARC-AGI-3 using a custom harness", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "ARC-AGI-3 is an interactive reasoning benchmark", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the interactive reasoning benchmark ARC-AGI-3", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Without the custom harness, Claude Opus 5 scored only 30% on ARC-AGI-3", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The 30% score was still the top result among all models tested", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Without the harness, Opus 5 scored 30%, which was the top result among all the models tested.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Microsoft published research in September testing 19 LLMs on long-horizon tasks involving document editing", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing", "quoteVerified": false, "source": 1, "fix": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing" }, "b": { "verdict": "overstated", "quote": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing", "quoteVerified": false, "source": 1, "fix": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing" } }, "numbersUngrounded": [] }, { "text": "Microsoft's research found all 19 models produced errors", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "discovered that all the models, including frontier ones, filled the documents with errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "discovered that all the models, including frontier ones, filled the documents with errors", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { 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"quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Sonnet 5, 5.5’s predecessor, was announced about three months ago.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Sonnet 5 was announced about three months ago", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Sonnet 5, 5.5’s predecessor, was announced about three months ago.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Sonnet 5, 5.5’s predecessor, was announced about three months ago.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic's benchmarks show Sonnet 5.5 performing better than Opus 5.5 on agentic coding tasks", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic’s 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"reason": null, "judges": { "a": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Almeida started TypeSafe AI", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "TypeSafe AI aims to fix the problem of AI models optimizing for human language rather than automation", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a startup trying to fix that problem", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI, a startup trying to fix that problem.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "TypeSafe AI has a new transformer-based model called Jev", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This week, the company released a new transformer-based model, Jev , that is not a large language model (LLM).", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the company released a new transformer-based model, Jev", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Jev does not output text but instead produces probabilities", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It doesn’t output text, but instead produces probabilities, or what the company calls “calibrated decisions.”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It doesn’t output text, but instead produces probabilities", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The company calls these probabilities calibrated decisions", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "produces probabilities, or what the company calls “calibrated decisions.”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "what the company calls “calibrated decisions.”", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Pranit Sharma is a 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"type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0373 }, "version_change-05": { "id": "version_change-05", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "When Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "When Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI was notably absent from the consortium", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "there was one name notably missing: OpenAI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "there was one name notably missing: OpenAI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Clem Delangue is the founder and CEO of Hugging Face", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Clem Delangue recently sold Hugging Face to Nvidia", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The sale price was $12.10 billion", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": false, "source": 1, "fix": "The sale price was $12.9 billion" }, "b": { "verdict": "unsupported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": false, "source": 1, "fix": "The sale price was $12.9 billion" } }, "numbersUngrounded": [ "12.10" ] }, { "text": "The sale occurred earlier this month", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Nvidia has a hardware monitoring component called Sentry", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Sentry runs on special Nvidia processors called BlueField-4 data processing units", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "runs on special Nvidia processors called BlueField-4 data processing units", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0355 }, "version_change-05-clean": { "id": "version_change-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Nvidia announced on Monday a new consortium of more than 100 companies", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The consortium is dedicated to solving rogue AI agents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a new consortium of more than 100 companies dedicated to solving rogue AI agents", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI was notably absent from the consortium", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "there was one name notably missing: OpenAI.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "there was one name notably missing: OpenAI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Clem Delangue is the founder and CEO of Hugging Face", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Clem Delangue recently sold Hugging Face to Nvidia for $12.9 billion earlier this month", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "who just sold his company to Nvidia for $12.9 billion earlier this month", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Nvidia's hardware monitoring component is called Sentry", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The hardware monitoring part relies on Nvidia Sentry, a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Sentry runs on special Nvidia processors called BlueField-4 data processing units", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a proprietary feature that runs on special Nvidia processors called BlueField-4 data processing units", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "runs on special Nvidia processors called BlueField-4 data processing units", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0346 }, "version_change-06": { "id": "version_change-06", "flaggedSentences": [ 1, 2 ], "foreignUrls": [], "claims": [ { "text": "Real-SWE evaluates frontier AI models on private, real-world, enterprise codebases", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Today we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "These codebases are licensed from real-world companies", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each task comes from a private production codebase that we licensed from a real-world company", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each task comes from a private production codebase that we licensed from a real-world company.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Real-SWE tasks contain 11 files on average", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "Real-SWE tasks contain 11 files, compared with 6 in FrontierCode and DeepSWE (average not specified)." }, "b": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "Real-SWE tasks contain 11 files compared with 6 in FrontierCode and DeepSWE, though the source does not specify this is an average." } }, "numbersUngrounded": [] }, { "text": "FrontierCode and DeepSWE tasks contain 6 files on average", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "FrontierCode and DeepSWE tasks contain 6 files, compared with 11 in Real-SWE (average not specified)." }, "b": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "FrontierCode and DeepSWE tasks contain 6 files compared with Real-SWE's 11, though the source does not specify this is an average." } }, "numbersUngrounded": [] }, { "text": "57.5% of rollouts under 10 minutes failed", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": false, "source": 1, "fix": "57.4% of rollouts under 10 minutes failed, compared with 66.2% of longer rollouts." }, "b": { "verdict": "unsupported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": false, "source": 1, "fix": "57.4% of rollouts under 10 minutes failed" } }, "numbersUngrounded": [ "57.5" ] }, { "text": "66.2% of longer rollouts failed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.035 }, "version_change-06-clean": { "id": "version_change-06-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Real-SWE evaluates frontier AI models on private, real-world, enterprise codebases", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Today we are releasing Real-SWE, a benchmark that evaluates frontier AI models on private, real-world, enterprise codebases.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "These codebases are licensed from real-world companies", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each task comes from a private production codebase that we licensed from a real-world company.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each task comes from a private production codebase that we licensed from a real-world company.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Real-SWE tasks contain 11 files on average", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "Real-SWE tasks contain 11 files, compared with 6 in FrontierCode and DeepSWE." }, "b": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "Real-SWE tasks contain 11 files, compared with 6 in FrontierCode and DeepSWE (no average stated)" } }, "numbersUngrounded": [] }, { "text": "FrontierCode and DeepSWE tasks contain 6 files on average", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "FrontierCode and DeepSWE tasks contain 6 files, per the comparison given." }, "b": { "verdict": "overstated", "quote": "11 files in Real-SWE, compared with 6 in FrontierCode and DeepSWE.", "quoteVerified": false, "source": 1, "fix": "FrontierCode and DeepSWE tasks contain 6 files, not stated as an average" } }, "numbersUngrounded": [] }, { "text": "57.4% of rollouts under 10 minutes failed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "66.2% of longer rollouts failed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "57.4 % of rollouts under 10 minutes failed, compared with 66.2 % of longer rollouts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0332 }, "version_change-07": { "id": "version_change-07", "flaggedSentences": [ 0, 1, 2 ], "foreignUrls": [], "claims": [ { "text": "Qwen 3.9 27B is licensed under Apache 2", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is licensed under Apache 2" }, "b": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is licensed under Apache 2" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "Qwen 3.9 27B has 27B parameters", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B has 27B parameters" }, "b": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B has 27B parameters" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "Qwen 3.9 27B is vision-capable", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is vision-capable" }, "b": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is vision-capable" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "Qwen 3.9 27B is from Alibaba's Qwen research lab", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is from Alibaba's Qwen research lab" }, "b": { "verdict": "unsupported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": false, "source": 1, "fix": "Qwen 3.8 27B is from Alibaba's Qwen research lab" } }, "numbersUngrounded": [ "3.9" ] }, { "text": "The author ran a 17GB Q4_K_M quantized build of the model", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "On both machines I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": false, "source": 1, "fix": "The author ran a 17GB Q4_K_M quantized build of Qwen 3.8 27B" }, "b": { "verdict": "unsupported", "quote": "I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": false, "source": 1, "fix": "The author ran a 17GB Q4_K_M quantized build of Qwen 3.8 27B" } }, "numbersUngrounded": [] }, { "text": "The author used LM Studio to run the model", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "On both machines I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": false, "source": 1, "fix": "The author used LM Studio to run Qwen 3.8 27B" }, "b": { "verdict": "unsupported", "quote": "On both machines I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": false, "source": 1, "fix": "The author used LM Studio to run Qwen 3.8 27B" } }, "numbersUngrounded": [] }, { "text": "The author used a 128GB M5 Max MacBook Pro", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": false, "source": 1, "fix": "The author used a 128GB M5 Max MacBook Pro to run Qwen 3.8 27B" }, "b": { "verdict": "unsupported", "quote": "I’ve been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": false, "source": 1, "fix": "The author used a 128GB M5 Max MacBook Pro to run Qwen 3.8 27B" } }, "numbersUngrounded": [] }, { "text": "The author used an NVIDIA DGX Spark", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": false, "source": 1, "fix": "The author used an NVIDIA DGX Spark to run Qwen 3.8 27B" }, "b": { "verdict": "unsupported", "quote": "I’ve been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": false, "source": 1, "fix": "The author used an NVIDIA DGX Spark to run Qwen 3.8 27B" } }, "numbersUngrounded": [] }, { "text": "Generating a pelican riding a bicycle SVG took 21 minutes", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": false, "source": 1, "fix": "Generating a pelican riding a bicycle SVG with Qwen 3.8 27B took 21 minutes" }, "b": { "verdict": "unsupported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": false, "source": 1, "fix": "Generating the pelican riding a bicycle SVG with Qwen 3.8 27B took 21 minutes" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG used 22,276 reasoning tokens", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": false, "source": 1, "fix": "Generating the SVG with Qwen 3.8 27B used 22,276 reasoning tokens" }, "b": { "verdict": "unsupported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": false, "source": 1, "fix": "Generating the SVG with Qwen 3.8 27B used 22,276 reasoning tokens" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG produced 3,223 tokens of output", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": false, "source": 1, "fix": "Generating the SVG with Qwen 3.8 27B produced 3,223 tokens of output" }, "b": { "verdict": "unsupported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": false, "source": 1, "fix": "Generating the SVG with Qwen 3.8 27B produced 3,223 tokens of output" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "The only thing holding this back from being a daily driver is performance.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "overstated", "quote": "The only thing holding this back from being a daily driver is performance. It feels pretty slow on both the M5 Mac and the DGX Spark.", "quoteVerified": false, "source": 1, "fix": "The author thinks the model is very promising but currently too slow to be a daily driver" } }, "numbersUngrounded": [] } ], "costUsd": 0.0687 }, "version_change-07-clean": { "id": "version_change-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Qwen 3.8 27B is licensed under Apache 2", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Qwen 3.8 27B has 27B parameters", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Qwen 3.8 27B is vision-capable", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Qwen 3.8 27B is from Alibaba's Qwen research lab", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Qwen 3.8 27B , an Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Apache 2 licensed 27B parameter vision-capable LLM from Alibaba’s Qwen research lab", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author ran a 17GB Q4_K_M quantized build of the model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On both machines I’m running LM Studio and their 17GB Q4_K_M quantized build .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used LM Studio to run the model", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On both machines I’m running LM Studio and their 17GB Q4_K_M quantized build .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I’m running LM Studio and their 17GB Q4_K_M quantized build", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used a 128GB M5 Max MacBook Pro", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "I’ve been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author used an NVIDIA DGX Spark", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "I’ve been running the model on two different machines: my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "my 128GB M5 Max MacBook Pro, and an NVIDIA DGX Spark", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating a pelican riding a bicycle SVG took 21 minutes", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG used 22,276 reasoning tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 reasoning tokens to produce 3,223 tokens of output.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Generating the SVG produced 3,223 tokens of output", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It took 21 minutes to generate, using 22,276 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"foreignUrls": [], "claims": [ { "text": "Credentio is an open-source C++ library", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "today we are introducing Credentio , an open-source C++ library designed for working with Coalition for Content Provenance and Authenticity (C2PA) Content Credentials", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio is designed for working with C2PA Content Credentials", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an open-source C++ library designed for working with Coalition for Content Provenance and 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"unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0327 }, "entity_swap-01": { "id": "entity_swap-01", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "AgentZ is model-agnostic", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "AgentZ is model-agnostic, with support for OpenAI, Claude, Grok, and other models.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "AgentZ is model-agnostic, with support for OpenAI, Claude, Grok, and other models.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "AgentZ supports Samsung, Claude, Grok, and other models", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "AgentZ is model-agnostic, with support for OpenAI, Claude, Grok, and other models.", "quoteVerified": false, "source": 1, "fix": "AgentZ supports OpenAI, Claude, Grok, and other models" }, "b": { "verdict": "unsupported", "quote": "AgentZ is model-agnostic, with support for OpenAI, Claude, Grok, and other models.", "quoteVerified": false, "source": 1, "fix": "AgentZ supports OpenAI, Claude, Grok, and other models" } }, "numbersUngrounded": [] }, { "text": "AgentZ lets teams change the underlying LLM without rebuilding agent infrastructure", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Teams can change the underlying LLM without rebuilding the surrounding agent infrastructure, because agents, workflows, skills, and runtime controls are kept separate from the model.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Teams can change the underlying LLM without rebuilding the surrounding agent infrastructure, because agents, workflows, skills, and runtime controls are kept separate from the model.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The platform is hosted", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The platform is hosted and start with a free plan at https://agentzharness.ai", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The platform is hosted and start with a free plan at https://agentzharness.ai", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The platform starts with a free plan at agentzharness.ai", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The 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"" }, "b": { "verdict": "supported", "quote": "DoorDash says users can also ask for a specific dish and request a local recommendation.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DoorDash is looking to gain an edge over rivals Uber Eats and Grubhub by launching this AI agent", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "By launching an AI agent for food ordering, DoorDash is looking to gain an edge over rivals Uber Eats and Grubhub.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "By launching an AI agent for food ordering, DoorDash is looking to gain an edge over rivals Uber Eats and Grubhub.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0228 }, "entity_swap-04": { "id": "entity_swap-04", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Nvidia is joining that group as a Core Maintainer", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Google is joining that group as a Core Maintainer, represented by Kevin Hou", "quoteVerified": false, "source": 1, "fix": "Google is joining that group as a Core Maintainer" }, "b": { "verdict": "unsupported", "quote": "Google is joining that group as a Core Maintainer, represented by Kevin Hou", "quoteVerified": false, "source": 1, "fix": "Google is joining that group as a Core Maintainer." } }, "numbersUngrounded": [] }, { "text": "Nvidia is represented by Kevin Hou", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Google is joining that group as a Core Maintainer, represented by Kevin Hou", "quoteVerified": false, "source": 1, "fix": "Kevin Hou represents Google as Core Maintainer" }, "b": { "verdict": "unsupported", "quote": "Google is joining that group as a Core Maintainer, represented by Kevin Hou", "quoteVerified": false, "source": 1, "fix": "Kevin Hou represents Google as the Core Maintainer." } }, "numbersUngrounded": [] }, { "text": "Skills live in skills/, one subdirectory each", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Skills live in skills/ , one subdirectory each, in the format the Agent Skills 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"supported", "quote": "MCP servers are declared in mcp.json , with an explicit type on every entry.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "MCP servers are declared in mcp.json , with an explicit type on every entry.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agents CLI packages Google's expert skills for agent building, evaluation, deployment, observability, and publishing", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agents CLI packages Google's expert skills for agent building, evaluation, deployment, observability, and publishing", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agents CLI packages Google's expert skills for agent building, evaluation, deployment, observability, and publishing, turning any AI coding agent", "quoteVerified": true, 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"type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Taylor Lehman, group product manager at Google Home & Nest, said in a blog post", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Home MCP allows AI agents including Google Antigravity, Claude, Hermes, and Open Claw to securely work with devices in your Google Home ecosystem", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with all of the devices and event history in your Google Home ecosystem", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": 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"fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey polled 600 C-Suite and IT practitioners", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "The global survey of 600 C-Suite and IT practitioners", "quoteVerified": false, "source": 1, "fix": "This report describes a survey that polled 590 C-Suite and IT practitioners" }, "b": { "verdict": "overstated", "quote": "This report describes a survey that polled 590 C-Suite and IT practitioners at companies with annual revenue of at least $1B USD", "quoteVerified": false, "source": 1, "fix": "The survey polled 590 C-Suite and IT practitioners, though the article's intro states 600." } }, "numbersUngrounded": [] }, { "text": "The companies surveyed had $1B+ USD in revenue", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "large companies ($1B+ USD in revenue)", 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"type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "less than 1 in 3 (31%) of respondents reported that AI is fully embedded in their business", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "less than 1 in 3 (31%) of respondents reported that AI is fully embedded in their business", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "37% of enterprise leaders identified integration of agentic AI with existing workflows and systems as a key challenge", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Integration of agentic AI with existing workflows and systems (37%)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Integration of agentic AI with existing workflows and systems (37%)", "quoteVerified": true, "source": 1, "fix": "" } }, 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"supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "individual-level simulation with demographic personas – a commonly used method for generating synthetic data – tripled distributional error compared with asking the model for an aggregate distribution", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "individual-level simulation with demographic personas – a commonly used method for generating synthetic data – tripled distributional error compared with asking the model for an aggregate distribution", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon is head of research sciences at Prolific", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper’s first author", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper’s first author", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon is not the paper's first author", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper’s first author", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper’s first author", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon wrote about the findings in a LinkedIn post", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0265 }, "negation-03-clean": { "id": "negation-03-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The researchers fielded a survey on political opinion and consumer insights.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The researchers fielded a survey on political opinion and consumer insights to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The survey was fielded to a politically representative online sample.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "to a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The sample consisted of 996 US participants.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a politically representative online sample of 996 US participants", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Individual-level simulation with demographic personas roughly tripled distributional error compared with asking the model for an aggregate distribution.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The study found that individual-level simulation with demographic personas – a commonly used method for generating synthetic data – tripled distributional error compared with asking the model for an aggregate 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"supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper’s first author", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrew Gordon, head of research sciences at Prolific and the paper's first author", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrew Gordon wrote about the findings in a LinkedIn post.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "wrote in a LinkedIn post", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice the findings.", "outcome": "opinion", 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"introduces three new tools — get_checkout, update_checkout, and complete_checkout — that allow agents to inspect a checkout, change things like the customer’s address or delivery option, and then place an order after the buyer authorizes it.", "quoteVerified": false, "source": 1, "fix": "complete_checkout allows agents to place an order after the buyer authorizes it." } }, "numbersUngrounded": [] }, { "text": "Gil Greenberg is a staff product manager working on agentic commerce at Shopify.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Gil Greenberg , a staff product manager who works on agentic commerce at Shopify, in a post on X .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Gil Greenberg , a staff product manager who works on agentic commerce at Shopify", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Gil Greenberg said the feature is rolling out to all eligible Shopify merchants.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The feature is rolling out to all eligible Shopify merchants, said Gil Greenberg , a staff product manager who works on agentic commerce at Shopify, in a post on X .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The feature is rolling out to all eligible Shopify merchants, said Gil Greenberg", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice.", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": 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production", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The same report found that 57% report gaps in visibility into AI or agent activity", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": false, "source": 1, "fix": "57% report gaps in visibility into AI or agent activity, without specifying it's from the same report" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale.", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0293 }, "negation-05-clean": { "id": "negation-05-clean", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Over 80% of Indian organisations are already actively experimenting with agentic AI", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Only 29% of Indian organisations have gotten even one agent past pilot and into real production", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "only29% have gotten even one agent past pilot and into real production", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A recent report found that 63% of Indian organisations have already had an AI-related security incident", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The same report found that 57% report gaps in visibility into AI or agent activity", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "At the same time, 57% report gaps in visibility into AI or agent activity", "quoteVerified": false, "source": 1, "fix": "57% report gaps in visibility into AI or agent activity" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "The organisations that get this right will not be the ones that put the brakes on experimentation, but those that build the visibility, governance, orchestration, and continuous testing needed to let agents operate safely and effectively at scale.", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.028 }, "negation-06": { "id": "negation-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The author is not the Founder of BrewApps", "outcome": "corrected", "sentenceIndex": 0, "type": "background", "reason": "background stated as fact with no source and no hedge", "judges": { "a": { "verdict": "unsupported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "BrewApps builds scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A safer contract separates drafting from delivery", "outcome": "opinion", "sentenceIndex": 1, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "create_email_draft is low risk", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "send_email_draft requires a confirmed draft ID and an approval token", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The reliability layer should translate failures into a small error vocabulary", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The error vocabulary includes INVALID_INPUT, NOT_AUTHORIZED, RATE_LIMITED, DEPENDENCY_TIMEOUT, and CONFLICT", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Before connecting an agent to a real write API, I want at least these controls:", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0393 }, "negation-06-clean": { "id": "negation-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The author is the Founder of BrewApps", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "BrewApps builds scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Founder of BrewApps, building scalable mobile apps, web platforms, AI-powered products, and design systems for startups and growing businesses.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A safer contract separates drafting from delivery", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A safer contract separates drafting from delivery and makes the destination explicit.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "create_email_draft is low risk", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "send_email_draft requires a confirmed draft ID and an approval token", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, create_email_draft can be low risk, while send_email_draft requires a confirmed draft ID and an approval token.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The reliability layer should translate failures into a small error vocabulary", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The error vocabulary includes INVALID_INPUT, NOT_AUTHORIZED, RATE_LIMITED, DEPENDENCY_TIMEOUT, and CONFLICT", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The reliability layer should translate failures into a small error vocabulary such as INVALID_INPUT , NOT_AUTHORIZED , RATE_LIMITED , DEPENDENCY_TIMEOUT , and CONFLICT .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "That separation does not reduce the agent's usefulness. It is what allows us to trust the agent with useful work.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Before connecting an agent to a real write API, I want at least these controls:", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0391 }, "negation-07": { "id": "negation-07", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "Agent Anomaly Detection is not now in Private Preview on the Gemini Enterprise Agent Platform", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "It's now in Private Preview on the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "Agent Anomaly Detection is now in Private Preview on the Gemini Enterprise Agent Platform" }, "b": { "verdict": "unsupported", "quote": "It's now in Private Preview on the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for tool misuse (ASI02)", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "tool misuse (ASI02)", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for identity and privilege abuse (ASI03)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "identity and privilege abuse (ASI03)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for cascading failures (ASI08)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "cascading failures (ASI08)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for rogue agents (ASI10)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was Resource exhaustion", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the severity was Critical", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the probability was 95%", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that the Inventory Agent finding matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0366 }, "negation-07-clean": { "id": "negation-07-clean", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Agent Anomaly Detection is now in Private Preview on the Gemini Enterprise Agent Platform", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection, now in Private Preview on the Gemini Enterprise Agent Platform", "quoteVerified": false, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection, now in Private Preview on the Gemini Enterprise Agent Platform", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for tool misuse (ASI02)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for identity and privilege abuse (ASI03)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for cascading failures (ASI08)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with a detector for rogue agents (ASI10)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection ships with detectors for a focused set of risks from the OWASP Top 10 for Agentic Applications (2026) : tool misuse (ASI02), identity and privilege abuse (ASI03), cascading failures (ASI08), and rogue agents (ASI10)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was Resource exhaustion", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding had Critical severity", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the Inventory Agent example, the anomaly finding was at 95% probability", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability, with a rationale and recommended fixes", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The result is an anomaly finding: Resource exhaustion , Critical severity, at 95% probability", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that the Inventory Agent example finding matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { 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"supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "We could argue that there should be an American distillation regime.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "he wants smaller, American open-weight AI labs to use the same kind of training techniques on American frontier AI labs, giving the U.S. a more robust set of open-weight options that aren’t Chinese", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic this week released its second report alleging that Chinese labs are not engaged in 'illicit distillation attacks' using stolen credentials", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": false, "source": 1, "fix": "Anthropic this week released its second report alleging that Chinese labs ARE engaged in illicit distillation attacks using stolen credentials" }, "b": { "verdict": "unsupported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": false, "source": 1, "fix": "Anthropic this week released its second report alleging that Chinese labs are engaged in illicit distillation attacks using stolen credentials." } }, "numbersUngrounded": [] }, { "text": "It seems to me the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0248 }, "negation-08-clean": { "id": "negation-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Garry Tan is the CEO of Y Combinator", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Y Combinator CEO Garry Tan", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Y Combinator CEO Garry Tan", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Garry Tan told CNBC in an interview earlier this week that he would do nothing to regulate distillation by Chinese AI labs", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "“I would do nothing,” he told CNBC in an interview earlier this week", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "“I would do nothing,” he told CNBC in an interview earlier this week .", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Tan suggested there should be an American distillation regime allowing smaller U.S. open-weight AI labs to distill frontier models", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "We could argue that there should be an American distillation regime.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "he wants smaller, American open-weight AI labs to use the same kind of training techniques on American frontier AI labs, giving the U.S. a more robust set of open-weight options that aren’t Chinese.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic this week released its second report alleging that Chinese labs are engaged in 'illicit distillation attacks' using stolen credentials", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic this week released its second report alleging that Chinese labs are engaged in “illicit distillation attacks,” hiding their identities to distill without permission and relying on fraud and stolen credentials to do so.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author believes the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0245 }, "quantifier-01": { "id": "quantifier-01", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Developers often run common end-to-end benchmarks like Terminal-Bench and DeepSWE", "outcome": "supported", "sentenceIndex": 0, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like Terminal-Bench and DeepSWE", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "they run common end-to-end benchmarks like 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"quote": "A robust harness evaluation framework separates behavioral assertions into fast, deterministic, unit-style checks that run locally", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author suspects that this separation matters more than it first looks", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0278 }, "quantifier-02": { "id": "quantifier-02", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Google released two new Gemini text-to-speech models today", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google released two new Gemini text-to-speech models today", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The two models are named gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models come with a library of over 2,000 voices", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models include the ability to create a custom voice", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "plus the ability to create a custom voice", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A custom voice can always be created with just a 30-second audio sample of your voice or one you have rights to use", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "plus the ability to create a custom voice with \"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": false, "source": 1, "fix": "A custom voice can be created with just a 30-second audio sample of your voice or one you have rights to use" }, "b": { "verdict": "overstated", "quote": "with \"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": false, "source": 1, "fix": "A custom voice can be created with just a 30-second audio sample of your voice or one you have rights to use" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": 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"gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models come with a library of over 2,000 voices", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "They come with a library of over 2,000 voices", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The models have the ability to create a custom voice", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "plus the ability to create a custom voice", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "plus the ability to create a custom voice", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A custom voice can be created with just a 30-second audio sample of your voice or one you have rights to use", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "\"just a 30-second audio sample of your voice or a voice you have the rights to use\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "just a 30-second audio sample of your voice or a voice you have the rights to use", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author expects others to follow quickly", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0203 }, "quantifier-03": { "id": "quantifier-03", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Google Cloud API Gateway now offers model routing in Public Preview", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model routing feature is intended to solve the problem of hardcoding endpoints or managing open-source 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Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway accepts OpenAI-compatible requests", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a lightweight, serverless ingress layer that accepts OpenAI-compatible requests", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway dynamically routes requests to Gemini, Claude, or OpenAI OSS-GPT", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Virtual model names are mapped to specific backend targets directly in the OpenAPI 3.x specification", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This mapping uses the new x-google-api-management extension block", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "using the new x-google-api-management extension block", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "using the new x-google-api-management extension block", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0269 }, "quantifier-03-clean": { "id": "quantifier-03-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Google Cloud API Gateway now offers model routing in Public Preview", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The model routing feature is intended to solve the problem of hardcoding endpoints or managing open-source proxies", "outcome": "opinion", "sentenceIndex": 0, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "supported", "quote": "developers need the freedom to route traffic to the best model for the job without hardcoding endpoints or managing open-source proxies.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "developers need the freedom to route traffic to the best model for the job without hardcoding endpoints or managing open-source proxies. Google Cloud API Gateway now offers model routing in Public Preview to solve this.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway accepts OpenAI-compatible requests", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway dynamically routes requests to Gemini", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway dynamically routes requests to Claude", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Gateway dynamically routes requests to OpenAI OSS-GPT", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It provides a lightweight, serverless ingress layer that accepts OpenAI-compatible requests and dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "dynamically routes them to Gemini, Claude, or OpenAI OSS-GPT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Virtual model names can be mapped to specific backend targets directly in the OpenAPI 3.x specification", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This mapping uses the new x-google-api-management extension block", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can map virtual model names to specific backend targets directly in your OpenAPI 3.x specification using the new x-google-api-management extension block.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "using the new x-google-api-management extension block", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author wonders how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0331 }, "quantifier-04": { "id": "quantifier-04", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Task A handles 100 short requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task A's requests finishes in 50 milliseconds", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Task B accepts just 5 requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task B's requests turns into a 20-minute session", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A voice runtime might host 20 silent sessions with no active speech processing", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there’s no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there’s no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "CPU usage always spikes suddenly once those users start speaking simultaneously", "outcome": "background", "sentenceIndex": 1, "type": "background", "reason": "background understanding, hedged", "judges": { "a": { "verdict": "overstated", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": false, "source": 1, "fix": "CPU usage can spike suddenly once those users start speaking simultaneously" }, "b": { "verdict": "overstated", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": false, "source": 1, "fix": "CPU usage can spike suddenly once those users start speaking simultaneously" } }, "numbersUngrounded": [] }, { "text": "If a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 'pretend QPS'", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0384 }, "quantifier-04-clean": { "id": "quantifier-04-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Task A handles 100 short requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task A's requests finishes in 50 milliseconds", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Task B accepts just 5 requests", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each of Task B's requests turns into a 20-minute session", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Task B accepts just 5 requests, but each turns into a 20-minute session.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A voice runtime might host 20 silent sessions with no active speech processing", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there’s no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A voice runtime, for example, might host 20 silent sessions; because there’s no active speech processing or model inference happening, the server looks underutilized.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "CPU usage can spike suddenly once those users start speaking simultaneously", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "But as soon as those 20 users start speaking simultaneously, CPU usage can spike suddenly.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "If a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 'pretend QPS'", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "For example, if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "For example, if a backend holds 90 active sessions over a 10-second reporting window, one implementation could treat this as 9 \"pretend QPS.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author guesses the real story is further down the stack", "outcome": "opinion", "sentenceIndex": 2, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0375 }, "quantifier-05": { "id": "quantifier-05", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic says Claude Fable 5.1 costs exactly 25 percent less typically than Fable 5 for standard tasks", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "costs around 25 percent less typically", "quoteVerified": false, "source": 1, "fix": "Anthropic says Fable 5.1 costs around 25 percent less typically than Fable 5 for standard tasks" }, "b": { "verdict": "overstated", "quote": "costs around 25 percent less typically", "quoteVerified": false, "source": 1, "fix": "Anthropic says Claude Fable 5.1 costs around 25 percent less typically than Fable 5 for standard tasks" } }, "numbersUngrounded": [] }, { "text": "Anthropic claims Fable 5.1 can cost up to 45 percent less than Fable 5 for complex agentic tasks", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Box CEO Aaron Levie said his company's agent with Fable 5.1 picked up on subtleties and ambiguities that Fable 5 missed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "saying that his company’s agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "his company’s agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0222 }, "quantifier-05-clean": { "id": "quantifier-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Anthropic says Claude Fable 5.1 costs around 25 percent less typically than Fable 5 for standard tasks", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "costs around 25 percent less typically and up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "costs around 25 percent less typically and up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic claims Fable 5.1 can cost up to 45 percent less than Fable 5 for complex agentic tasks", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "costs around 25 percent less typically and up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "costs around 25 percent less typically and up to 45 percent less for complex agentic tasks", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Box CEO Aaron Levie said his company's agent with Fable 5.1 picked up on subtleties and ambiguities that Fable 5 missed", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "saying that his company’s agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "his company’s agent with Fable 5.1 picked up on subtleties and ambiguities in data that Fable 5 missed in the same test", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0223 }, "quantifier-06": { "id": "quantifier-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The average number of AI agents per organization exactly tripled", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "The average number of agents per organization nearly tripled (going from 5 to 13)", "quoteVerified": false, "source": 1, "fix": "The average number of AI agents per organization nearly tripled" }, "b": { "verdict": "overstated", "quote": "The average number of agents per organization nearly tripled (going from 5 to 13)", "quoteVerified": false, "source": 1, "fix": "The average number of AI agents per organization nearly tripled" } }, "numbersUngrounded": [] }, { "text": "The average number of AI agents per organization was 5 in February 2025", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The average number of AI agents per organization was 13 in April 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The average number of AI agents in production grew from five in February 2025 to 13 agents in April 2026.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The time to create a new agent dropped by 53%", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The time to create a new agent was 4 days in early 2025", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The time to create a new agent is 1.9 days today", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The time to create a new agent has decreased by 53%, going from 4 days in early 2025 to 1.9 days today.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Salesforce saw 734 million Agentic Work Units consumed in April 2026", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Salesforce saw 734 million AWUs consumed in April 2026, representing a 15% month-over-month increase in the action-calls-to-output-token ratio.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": 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"Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "During testing, Opus 5.5 attempted to circumvent boundaries 85 percent less than Opus 5", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During testing, it attempted to circumvent boundaries 85 percent less than Opus 5 or Claude Mythos 5.1", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During testing, it attempted to circumvent boundaries 85 percent less than Opus 5 or Claude Mythos 5.1", "quoteVerified": true, "source": 1, 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