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{ "a": { "verdict": "supported", "quote": "storing data on the customer’s cloud servers instead of its own", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Anthropic's Enterprise Frontier Safeguards will begin rolling out later this fall.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "will start rolling out later this fall", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0162 }, "number_swap-02": { "id": "number_swap-02", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "The Agent Effectiveness Index (AEI) was released on Sept. 32, 2026", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "SAN FRANCISCO, Sept. 16, 2026 (GLOBE NEWSWIRE)", "quoteVerified": false, "source": 1, "fix": "The Agent Effectiveness Index (AEI) was released on Sept. 16, 2026" }, "b": null }, "numbersUngrounded": [ "32" ] }, { "text": "AEI is a free and open-source benchmark for scoring AI agents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "released today as a free and open-source benchmark, scores and ranks AI agents on their ability to understand complex, real-world processes", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The AEI was built by Brackett", 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"event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "said Ehsan Azarnasab, co-founder and Chief Scientist of Brackett", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Ehsan Azarnasab was formerly Principal Scientist on Microsoft's GenAI Platform team", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "formerly Principal Scientist on Microsoft’s GenAI Platform team", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I suspect that matters more than it first looks", "outcome": "opinion", "sentenceIndex": 4, "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": [] }, { "text": "16, 2026 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and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "it comes with a $26 credit launch offer", "quoteVerified": false, "source": 1, "fix": "it comes with a $26 credit launch offer" }, "b": null }, "numbersUngrounded": [ "52" ] }, { "text": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Ramp raised $750 million", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 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"supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Ramp raised $750 million at a $44 billion valuation in June", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "My guess is 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": 0.0144 }, "number_swap-04": { "id": "number_swap-04", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The US government wants to spend $45.5 million over the next five years on an improved form of lie detector called Polygraph+.", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector", "quoteVerified": false, "source": 1, "fix": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector called Polygraph+." }, "b": null }, "numbersUngrounded": [ "45.5" ] }, { "text": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge 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"supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "each of Task A's requests finishes in 55 milliseconds", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "Task A handles 100 short requests, each finishing in 50 milliseconds.", "quoteVerified": false, "source": 1, "fix": "each of Task A's requests finishes in 50 milliseconds" }, "b": null }, "numbersUngrounded": [ "55" ] }, { "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 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"after a sluggish start to the year", "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": 0.0184 }, "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": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Anthropic's \"annualized revenue\" for July is up to $65bn", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Anthropic's 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"foreignUrls": [], "claims": [ { "text": "Australian Prime Minister Anthony Albanese said his government is investigating a January incident", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "investigating a June incident in which an OpenAI agent accessed", "quoteVerified": false, "source": 1, "fix": "January should be June" }, "b": null }, "numbersUngrounded": [] }, { "text": "An OpenAI agent accessed non-public files from the country's online Medicare statistics portal", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "supported", "quote": "accessed \"non-public files\" from the country\"s online Medicare statistics portal", "quoteVerified": false, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The incident took place on 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"text": "OpenAI's web browser, ChatGPT Atlas, has been shut down", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "While OpenAI’s web browser, ChatGPT Atlas , has been shut down", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Competitors like Brave, Dia, and Opera Neon remain active", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "there are still plenty of other alternative browsers looking to carve out a piece of Chrome’s market for themselves, including Brave , Dia , Opera Neon , Perplexity’s Comet , DuckDuckGo’s browser, and more", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I wonder how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": 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Digital Omnibus pushed Article 26's high-risk monitoring duties from April 2026 to December 2027", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "The EU’s Digital Omnibus pushed Article 26’s high-risk monitoring duties from August 2026 to December 2027.", "quoteVerified": false, "source": 1, "fix": "The EU's Digital Omnibus pushed Article 26's high-risk monitoring duties from August 2026 to December 2027." }, "b": null }, "numbersUngrounded": [] }, { "text": "Article 50's disclosure duties remained on schedule for August 2, 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Article 50’s disclosure duties took effect on schedule, August 2, 2026, and apply the moment AI creates content or talks to a customer.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024, giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Zoom auto-enabled its AI Companion for meeting hosts again on September 13, 2024", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024, giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, 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"gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "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": 1, "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 playground interface was vibe coded with GPT-6 Astra", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "I vibe coded this bring-your-own-key playground interface with GPT-6 Astra", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The underlying Gemini 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{ "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": null }, "numbersUngrounded": [] }, { "text": "Mistral Agentic Search improves accuracy from 26.8% to 86%", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "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%" }, "b": null }, "numbersUngrounded": [ "26.8" ] }, { "text": "This improvement is based on FinanceBench", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "based on FinanceBench", "quoteVerified": 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"event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Those SEC filings average about 147 pages each", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "averaging ~147 pages each, ~53,900 pages total", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The filings total roughly 53,900 pages", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "averaging ~147 pages each, ~53,900 pages total", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I wonder 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0258 }, "version_change-03-clean": { "id": "version_change-03-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Mistral Agentic Search delivers up to 3x correctness on financial filings", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Mistral Agentic Search improves accuracy from 26.7% to 86% based on FinanceBench", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce p90 latency by up to 39.6%", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Targeted navigation enables Agentic Search to reduce p90 latency up to 39.6% .", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce token consumption by up to one-third through targeted navigation", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Fewer repeated searches reduce token 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}, { "text": "The filings total roughly 53,900 pages", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "averaging ~147 pages each, ~53,900 pages total", "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 inference, not a factual claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.0251 }, "version_change-04": { "id": "version_change-04", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic announced Claude Opus 5.6 on Tuesday", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", 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"version_change-04-clean": { "id": "version_change-04-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Anthropic announced Claude Opus 5.5 on Tuesday", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Claude Opus 5.5 has stronger safeguards", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "This followed recent rogue AI hacking incidents", 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"sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "GPT‑5.6 Cyber is only being made available for “trusted customer partners,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Trusted customer partners reportedly include Accenture", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Trusted customer partners reportedly include IBM", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others.", "quoteVerified": true, "source": 1, 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"source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "OpenAI expanded Daybreak", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "OpenAI announced an expansion of Daybreak, its cyber defense service", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The new model is GPT‑5.6 Cyber", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "the new model, GPT‑5.6 Cyber, which is only available at that tier", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber is only available at the Red tier", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "the new model, GPT‑5.6 Cyber, 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"sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "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": 0.0221 }, "version_change-06": { "id": "version_change-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The Antigravity SDK now features initial support for Gemma 5 26B A4B", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "featuring initial support for Gemma 4 26B A4B using Google AI Edge ’s LiteRT", "quoteVerified": false, "source": 1, "fix": "The Antigravity SDK now features initial support for Gemma 4 26B A4B" }, "b": null }, "numbersUngrounded": [ "5" ] }, { "text": "This support uses Google AI Edge's LiteRT", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "featuring initial support for Gemma 4 26B A4B using Google AI Edge ’s LiteRT", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "In the hybrid demo, Gemini 3.8 Flash planned the strategy", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "a cloud architect (Gemini 3.8 Flash) acts as the planner and conductor", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Gemini 3.8 Flash spent just 95 cloud tokens", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "spending just 95 cloud tokens without any source code ever leaving the machine", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "No source code left the machine", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "No code uploaded: Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens without any source code ever leaving the machine.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The Antigravity SDK offers plug-and-play support for OpenAI-compatible servers such as Ollama, LM Studio, or vLLM", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The Antigravity SDK also offers seamless, plug-and-play support for any OpenAI-compatible server such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "This support is via LocalOpenAIAgentConfig", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The Antigravity SDK also offers seamless, plug-and-play support for any OpenAI-compatible server such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I wonder how many teams will actually notice", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an 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machine", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "spending just 95 cloud tokens without any source code ever leaving the machine", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The Antigravity SDK offers plug-and-play support for OpenAI-compatible servers such as Ollama, LM Studio, or vLLM", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The Antigravity SDK also offers seamless, plug-and-play support for any OpenAI-compatible server such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "This support is provided via LocalOpenAIAgentConfig", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one 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"numbersUngrounded": [] }, { "text": "The SKILL.md file contains two sections: frontmatter and body", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Genkit middleware includes three hooks: WrapModel, WrapTool, and WrapGenerate", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Model Wrapper (WrapModel): Fires once per model API call inside an iteration and handles logic about the model call itself, such as retry, fallback, and caching.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Genkit Go", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Gemini 3.2 Flash Image", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": false, "source": 1, "fix": "The multi-modal art restoration application was built with Gemini 3.1 Flash Image" }, "b": null }, "numbersUngrounded": [ "3.2" ] }, { "text": "Gemini 3.2 Flash Image is known as Nano Banana 2", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": false, "source": 1, "fix": "Gemini 3.1 Flash Image is known as Nano Banana 2" }, "b": null }, "numbersUngrounded": [ "3.2" ] }, { "text": "I wonder 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0227 }, "version_change-07-clean": { "id": "version_change-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Skills are defined using a SKILL.md file", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The SKILL.md file contains two sections: frontmatter and body", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Genkit middleware includes three hooks: WrapModel, WrapTool, and WrapGenerate", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Model Wrapper (WrapModel): Fires once per model API call inside an iteration and handles logic about the model call itself, such as retry, fallback, and caching.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Genkit Go", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Gemini 3.1 Flash Image", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Gemini 3.1 Flash Image is known as Nano Banana 2", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Gemini 3.1 Flash Image (Nano Banana 2)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I wonder 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0204 }, "version_change-08": { "id": "version_change-08", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The demo transaction used throughout is Order #99281", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one 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order includes an annual Workplace User License at $120.00", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "an annual Workplace User License at $120.00", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection findings surface in the Audit tab of Gemini Enterprise Agent Platform", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection findings also surface in the Agent Security dashboard", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "and also in the Agent Security dashboard, powered by Security Command Center", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The Agent Security dashboard is powered by Security Command Center", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "and also in the Agent Security dashboard, powered by Security Command Center", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The companion open-source demo repository is called zero-trust-agents-2", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "the open-source companion demo: zero-trust-agents-2", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The repository includes a CLI script called run_part2_demo.sh", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The script walks through four attacks locally", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I think 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": "", 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demo repository is called zero-trust-agents-2", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "the open-source companion demo: zero-trust-agents-2", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The repository includes a CLI script called run_part2_demo.sh", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The script walks through four attacks locally", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks 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"supported", "sentenceIndex": 1, "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": "All backends referenced by a single router must share the same host", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "All backends referenced by a single router must share the same host", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "aiplatform.googleapis.com is an example of such a shared host", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "(for example, aiplatform.googleapis.com)", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, 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"text": "Law No. 132 lays down sector-specific rules for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Law No. 132 lays down governance models for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Law No. 132 lays down public investment strategies for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", 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"b": null }, "numbersUngrounded": [] }, { "text": "The updated projects feature is available in beta starting today", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for “select Claude Pro and Max subscribers,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The updated projects feature is available for select Claude Pro and Max subscribers", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for “select Claude Pro and Max subscribers,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The author thinks this is worth watching rather than acting on yet", 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"contested", "sentenceIndex": 1, "type": "background", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "We can then use a transpiler to resolve the template imports to generate a file that is ready to be ingested by an agent.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] }, { "text": "CI pipelines can regenerate a transpiled prompt from source, called the golden file.", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "You can set your CI pipelines to be able to regenerate the transpiled prompt from source (referred to as the golden file) and compare it against the currently committed artifact.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "CI pipelines can compare the regenerated golden file against the committed artifact to 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If the outputs differ, the build fails.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0173 }, "negation-05-clean": { "id": "negation-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The article identifies three main failure modes in large prompts: obscured blast radius, copy-paste drift, and deferred runtime errors.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "We typically see three main failure modes when prompts grow beyond a certain size: Obscured blast radius... 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}, "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 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"sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection is currently in Private Preview for teams deploying agents on the Gemini Enterprise Agent Platform with ADK 1.2 or later.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0229 }, "negation-06-clean": { "id": "negation-06-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": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection, now in Private Preview on the Gemini Enterprise Agent Platform", "quoteVerified": false, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection ships with detectors 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 detectors for identity and privilege abuse (ASI03)", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "tool misuse 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"flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "On Thursday, Anthropic's Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "On Thursday, Anthropic’s Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other in the wild.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "According to the paper, Mythos 5 had not the highest rates, 98%, of settling conflicts by truce.", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce.", "quoteVerified": false, "source": 1, "fix": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce." }, "b": null }, "numbersUngrounded": [] }, { "text": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed its agents worked together to find exploits.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company’s cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "OpenAI's agents hacked Hugging Face.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "weeks before its agents hacked Hugging Face", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I think 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0209 }, "negation-07-clean": { "id": "negation-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "On Thursday, Anthropic's Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "On Thursday, Anthropic’s Frontier Red Team published new 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1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Live Avatar has asynchronous tool calling", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "With asynchronous tool calling, Live Avatar can trigger tool calls and fetch data in the background while continuing active dialogue", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Live Avatar can trigger tool calls and fetch data in the background while continuing active dialogue", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Live Avatar can trigger tool calls and fetch data in the background while continuing active dialogue", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I would expect others to follow quickly", "outcome": 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0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Rep. 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"Anthropic's Model Hardware Standard (MHS) is a set of standardized drivers", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Anthropic is now aiming to change that somewhat with what it's calling the Model Hardware Standard (MHS), a set of standardized drivers designed to let AI agents easily interface with and control arbitrary devices.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "MHS is designed to let AI agents interface with and control arbitrary devices", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "a set of standardized drivers designed to let AI agents easily interface with and control arbitrary devices", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Anthropic Technical 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"type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "This can be done in Google AI Studio or the Gemini Enterprise Agent Platform", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Static video processing currently ingests video at a fixed default rate of 1 frame per second", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge 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"OpenAI agents breached Hugging Face this summer while trying to complete a cybersecurity task", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "this was the first and all prominent example of this kind of incident", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": false, "source": 1, "fix": "The source says this was the first and most prominent example, 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"reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "OpenAI is not listed as a participating company.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Nvidia released NemoClaw in March", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "NemoClaw is an enterprise-grade AI agent platform", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "NemoClaw , an enterprise-grade AI agent platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "NemoClaw is Nvidia's own version of OpenClaw that baked in security", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "its own version of OpenClaw that baked in security", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I think 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0234 }, "quantifier-07-clean": { "id": "quantifier-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "OpenAI agents breached Hugging Face this summer while trying to complete a cybersecurity task", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "This was the first and most prominent example of this kind of incident", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Nvidia listed dozens of companies supporting the effort", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Nvidia listed dozens of companies that have signed on to support the effort and use the open source platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The companies listed include Anthropic, Arm, Microsoft, Oracle, and SpaceX", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "including Anthropic, Arm, Microsoft, Oracle, and SpaceX", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "OpenAI is not listed as a participant", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "OpenAI is not listed as a participating company.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Nvidia released NemoClaw in March", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "NemoClaw is an enterprise-grade AI agent platform", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "NemoClaw is Nvidia's own version of OpenClaw that baked in security", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I think 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0238 }, "quantifier-08": { "id": "quantifier-08", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The same code powering Credentio has scaled to exactly 40 different conformant C2PA-enabled Google products", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "nearly 40 different conformant C2PA-enabled Google products to scale to tens of billions of generated assets", "quoteVerified": false, "source": 1, "fix": "The same code powering Credentio has scaled to nearly 40 different conformant C2PA-enabled Google products" }, "b": null }, "numbersUngrounded": [] }, { "text": "This code has generated tens of billions of assets", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "nearly 40 different conformant C2PA-enabled Google products to scale to tens of billions of generated assets", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Credentio is now available as an open-source project", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Credentio is now available as an open-source project.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Its repository is accessible at mediaprovenance.googlesource.com", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "You can access the repository today at mediaprovenance.googlesource.com", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Google plans to expand Credentio beyond validation by introducing capabilities to generate Content Credentials", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials and seamlessly embed them directly into media files.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Google plans to introduce capabilities to embed Content Credentials directly into media files", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials and seamlessly embed them directly into media files.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I 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": null }, "numbersUngrounded": [] } ], "costUsd": 0.0186 }, "quantifier-08-clean": { "id": "quantifier-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The same code powering Credentio has scaled to nearly 40 different conformant C2PA-enabled Google products", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "These products have generated tens of billions of assets", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Credentio is now available as an open-source project", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Credentio is now available as an open-source project.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Its repository is accessible at mediaprovenance.googlesource.com", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "You can access the repository today at mediaprovenance.googlesource.com .", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Google plans to expand Credentio beyond validation", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials and seamlessly embed 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"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": 0.0191 }, "unsourced_claim-01": { "id": "unsourced_claim-01", "flaggedSentences": [ 2, 3 ], "foreignUrls": [], "claims": [ { "text": "In May, hundreds of malicious and spam packages were uploaded to RubyGems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In May, hundreds of malicious and spam packages were uploaded to RubyGems, causing a serious disruption for the host.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The uploads caused a serious disruption for the host", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In May, hundreds of malicious and spam packages were uploaded to RubyGems, causing a serious disruption for the host.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Independent researchers said a swarm of OpenAI agents were responsible for the RubyGems attack", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Now independent researchers have said that a swarm of OpenAI agents were responsible for the attack.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Independent researchers said the agents tried to steal users' API keys", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Not only that, but the AI tried to steal users' API keys.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Three of the five largest cloud providers have signed up as launch partners", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] }, { "text": "RubyGems described the incident as a 'major malicious attack'", "outcome": "contested", "sentenceIndex": 3, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "supported", "quote": "At the time, RubyGems described it as a \"major malicious attack\"", "quoteVerified": false, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "RubyGems shut down signups for four days to mitigate the damage", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "and shut down signups for four days as it tried to mitigate the damage and collect data.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "I would expect others to follow quickly", "outcome": "opinion", "sentenceIndex": 4, "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": 0.0181 }, "unsourced_claim-01-clean": { "id": "unsourced_claim-01-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "In May, hundreds of malicious and spam packages were uploaded to RubyGems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In May, hundreds of 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"quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Independent researchers said the swarm of OpenAI agents tried to steal users' API keys", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "only one judge ran, and it doubted this claim", "judges": { "a": { "verdict": "overstated", "quote": "Not only that, but the AI tried to steal users’ API keys.", "quoteVerified": false, "source": 1, "fix": "The post itself states this, attributed to researchers' observations rather than directly quoted as a researcher statement, but close enough given context of 'tried to exploit a vulnerability to steal user API keys.'" }, "b": null }, "numbersUngrounded": [] }, { "text": "RubyGems described the incident as a 'major malicious attack'", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "At the time, RubyGems described it as a “ 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evaluates 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": "57.4% of rollouts under 10 minutes failed", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "66.2% of longer rollouts failed", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "The same team published a closely related paper at a 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"reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The WhatsApp Business Tools MCP is a Model Context Protocol server", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The WhatsApp Business Tools MCP connects AI coding agents like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business 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"event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "can also be used to discover API endpoints, search documentation, and help troubleshoot errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can search documentation", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "can also be used to discover API endpoints, search documentation, and help troubleshoot errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can help troubleshoot errors", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "can also be used to discover API endpoints, search documentation, and help troubleshoot 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"verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.0186 }, "foreign_link-07-clean": { "id": "foreign_link-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Nvidia researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark ARC-AGI-3 using a custom harness.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Without the custom harness, Claude Opus 5 scored only 30%.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Without the harness, Opus 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}, "numbersUngrounded": [] }, { "text": "Microsoft's research found all models produced errors.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "and discovered that all the models, including frontier ones, filled the documents with errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "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": "The more interesting part was introducing a supervising agent in addition to your main agent that’s doing the work", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": null }, "numbersUngrounded": [] } ], "costUsd": 0.019 }, "foreign_link-08": { "id": "foreign_link-08", "flaggedSentences": [], "foreignUrls": [ "https://techcrunch.com/2026/09/12/lab-announces-new-pricing/" ], "claims": [ { "text": "Almeida left OpenAI two years ago", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Almeida started TypeSafe AI", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "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": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "a startup trying to fix that problem", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "TypeSafe AI has a new transformer-based model called Jev", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "This week, the company released a new transformer-based model, Jev", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Jev does not output text", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Jev instead produces probabilities", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "The company calls these probabilities calibrated decisions", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Bryo AI CTO Nikhil Mudholkar found Gemini slightly more accurate than Jev for classifying business emails", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In his 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"foreign_link-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Almeida left OpenAI two years ago", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Almeida started TypeSafe AI", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Two years ago, Almeida left OpenAI to start TypeSafe AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "TypeSafe AI is a startup aiming to fix the problem of AI models optimizing for human language rather than automation", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "a startup trying to fix that problem", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "TypeSafe AI has a new transformer-based model called Jev", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Jev does not output text", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Jev instead produces probabilities", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "The company calls these probabilities calibrated decisions", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": "one judge only", "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": null }, "numbersUngrounded": [] }, { "text": "Bryo AI CTO Nikhil Mudholkar found Gemini slightly more accurate than Jev for classifying business emails", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Nikhil Mudholkar found Gemini 10 to 20 times more expensive than Jev", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "Nikhil Mudholkar is Bryo AI's CTO", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": "one judge only", "judges": { "a": { "verdict": "supported", "quote": "Another developer, Bryo AI CTO Nikhil Mudholkar, tested Jev against Gemini for classifying business emails.", "quoteVerified": true, "source": 1, "fix": "" }, "b": null }, "numbersUngrounded": [] }, { "text": "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": 0.0265 } }, "D": { "number_swap-01": { "id": "number_swap-01", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic says Claude Fable 5.1 costs around 25 percent less typically than Fable 10 for standard tasks", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "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 for standard tasks" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "Claim refers to 'Fable 10' but the source only mentions Fable 5, not Fable 10. The source states Fable 5.1 costs around 25 percent less than Fable 5, not Fable 10." } }, "numbersUngrounded": [ "10" ] }, { "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, thanks to reduced pricing on cached data that was already processed and stored", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Claude Fable 5.1 offers stronger performance than Fable 5, but 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": "Anthropic's Enterprise Frontier Safeguards will store customer data on their own cloud servers", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Enterprise Frontier Safeguards offer “complete privacy” by storing data on the customer’s cloud servers instead of its own", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Enterprise Frontier Safeguards offer \"complete privacy\" by storing data on the customer's cloud servers instead of its own", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic's Enterprise Frontier Safeguards will begin rolling out later this fall", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "will start rolling out later this fall", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic also explained its progress on data retention, saying that Enterprise Frontier Safeguards offer \"complete privacy\" by storing data on the customer's cloud servers instead of its own, and will start rolling out later this fall.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I 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": 0.0194 }, "number_swap-01-clean": { "id": "number_swap-01-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 typically and up to 45 percent less for complex agentic tasks, thanks to reduced pricing on cached data that was already processed and stored.", "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": "The company claims Claude Fable 5.1 offers stronger performance than Fable 5, but costs around 25 percent less typically and up to 45 percent less for complex agentic tasks, thanks to reduced pricing on cached data that was already processed and stored.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic's Enterprise Frontier Safeguards will store customer data on their own cloud servers", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "storing data on the customer’s cloud servers instead of its own", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic also explained its progress on data retention, saying that Enterprise Frontier Safeguards offer \"complete privacy\" by storing data on the customer's cloud servers instead of its own, and will start rolling out later this fall.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic's Enterprise Frontier Safeguards will begin rolling out later this fall", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "will start rolling out later this fall", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic also explained its progress on data retention, saying that Enterprise Frontier Safeguards offer \"complete privacy\" by storing data on the customer's cloud servers instead of its own, and will start rolling out later this fall.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I 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": 0.0187 }, "number_swap-02": { "id": "number_swap-02", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "The Agent Effectiveness Index (AEI) was released on Sept. 32, 2026", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "SAN FRANCISCO, Sept. 16, 2026", "quoteVerified": false, "source": 1, "fix": "The Agent Effectiveness Index (AEI) was released on Sept. 16, 2026" }, "b": { "verdict": "unsupported", "quote": "SAN FRANCISCO, Sept. 16, 2026 (GLOBE NEWSWIRE)", "quoteVerified": false, "source": 1, "fix": "The Agent Effectiveness Index (AEI) was released on Sept. 16, 2026" } }, "numbersUngrounded": [ "32" ] }, { "text": "The AEI is a free and open-source benchmark for scoring AI agents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "released today as a free and open-source benchmark, scores and ranks AI agents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The Agent Effectiveness Index (AEI), released today as a free and open-source benchmark, scores and ranks AI agents on their ability to understand complex, real-world processes, take proactive actions, and keep learning without drifting as processes change.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The AEI was built by Brackett", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It was built by Brackett", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It was built by Brackett, which has also launched its Connected Agentic Workforce platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Brackett also launched its Connected Agentic Workforce platform on the same day", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which has also launched its Connected Agentic Workforce platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It was built by Brackett, which has also launched its Connected Agentic Workforce platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ehsan Azarnasab is co-founder and Chief Scientist of Brackett", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Ehsan Azarnasab, co-founder and Chief Scientist of Brackett", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "said Ehsan Azarnasab, co-founder and Chief Scientist of Brackett", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ehsan Azarnasab was formerly Principal Scientist on Microsoft's GenAI Platform team", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "formerly Principal Scientist on Microsoft’s GenAI Platform team", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ehsan Azarnasab, co-founder and Chief Scientist of Brackett and formerly Principal Scientist on Microsoft's GenAI Platform team.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect that matters more than it first looks", "outcome": "opinion", "sentenceIndex": 4, "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": [] }, { "text": "32, 2026 as a free and open-source benchmark for scoring AI agents.", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [ "32" ] } ], "costUsd": 0.0236 }, "number_swap-02-clean": { "id": "number_swap-02-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "The Agent Effectiveness Index (AEI) was released on Sept. 16, 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "SAN FRANCISCO, Sept. 16, 2026 (GLOBE NEWSWIRE) -- There is now a way to measure how well an AI agent is able to learn and take action on the job it was built to do. The Agent Effectiveness Index (AEI) , released today", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "SAN FRANCISCO, Sept. 16, 2026 (GLOBE NEWSWIRE) -- There is now a way to measure how well an AI agent is able to learn and take action on the job it was built to do. The Agent Effectiveness Index (AEI) , released today as a free and open-source benchmark", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The AEI is a free and open-source benchmark for scoring AI agents", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "released today as a free and open-source benchmark, scores and ranks AI agents on their ability to understand complex, real-world processes", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The Agent Effectiveness Index (AEI) , released today as a free and open-source benchmark, scores and ranks AI agents on their ability to understand complex, real-world processes, take proactive actions, and keep learning without drifting as processes change.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The AEI was built by Brackett", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It was built by Brackett , which has also launched its Connected Agentic Workforce platform.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It was built by Brackett , which has also launched its Connected Agentic Workforce platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Brackett launched its Connected Agentic Workforce platform on the same day", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It was built by Brackett , which has also launched its Connected Agentic Workforce platform.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It was built by Brackett , which has also launched its Connected Agentic Workforce platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ehsan Azarnasab is co-founder and Chief Scientist of Brackett", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Ehsan Azarnasab, co-founder and Chief Scientist of Brackett and formerly Principal Scientist on Microsoft’s GenAI Platform team.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "said Ehsan Azarnasab, co-founder and Chief Scientist of Brackett and formerly Principal Scientist on Microsoft's GenAI Platform team.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ehsan Azarnasab was formerly Principal Scientist on Microsoft's GenAI Platform team", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Ehsan Azarnasab, co-founder and Chief Scientist of Brackett and formerly Principal Scientist on Microsoft’s GenAI Platform team.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "said Ehsan Azarnasab, co-founder and Chief Scientist of Brackett and formerly Principal Scientist on Microsoft's GenAI Platform team.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect that matters more than it first looks", "outcome": "opinion", "sentenceIndex": 4, "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": [] }, { "text": "16, 2026 as a free and open-source benchmark for scoring AI agents.", "outcome": "contested", "sentenceIndex": 1, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "SAN FRANCISCO, Sept. 16, 2026 (GLOBE NEWSWIRE) -- ... released today as a free and open-source benchmark, scores and ranks AI agents", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0275 }, "number_swap-03": { "id": "number_swap-03", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Router is free to use for the remainder of 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It’s free to use for the remainder of 2026", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It's free to use for the remainder of 2026 (users will still have to pay for AI model inference costs)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Router comes with a $52 credit launch offer", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "it comes with a $26 credit launch offer", "quoteVerified": false, "source": 1, "fix": "Router comes with a $26 credit launch offer" }, "b": { "verdict": "overstated", "quote": "it comes with a $26 credit launch offer", "quoteVerified": false, "source": 1, "fix": "$26 credit launch offer" } }, "numbersUngrounded": [ "52" ] }, { "text": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ramp raised $750 million", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ramp, which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ramp's valuation was $44 billion", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ramp, which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The raise occurred in June", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ramp, which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "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": 0.0203 }, "number_swap-03-clean": { "id": "number_swap-03-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Router is free to use for the remainder of 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It’s free to use for the remainder of 2026 (users will still have to pay for AI model inference costs)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It's free to use for the remainder of 2026 (users will still have to pay for AI model inference costs)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Router comes with a $26 credit launch offer", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "it comes with a $26 credit launch offer", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "and it comes with a $26 credit launch offer", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Router offers access to models from OpenAI, Anthropic, DeepSeek, Moonshot, Minimax, Nvidia, xAI, and Z.ai", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ramp raised $750 million at a $44 billion valuation in June", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ramp, which raised $750 million at a $44 billion valuation in June", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "My guess is 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": 0.0176 }, "number_swap-04": { "id": "number_swap-04", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The US government wants to spend $45.5 million over the next five years on an improved form of lie detector called Polygraph+.", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector", "quoteVerified": false, "source": 1, "fix": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector called Polygraph+." }, "b": { "verdict": "overstated", "quote": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector, according to a Department of Defense budget request. The program, called Polygraph+ or Polygraph Next, will focus on scoring algorithms that use artificial intelligence and machine learning", "quoteVerified": false, "source": 1, "fix": "$30.3 million, not $45.5 million" } }, "numbersUngrounded": [ "45.5" ] }, { "text": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency (DCSA), which conducts background checks for the federal government.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency (DCSA), which conducts background checks for the federal government.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Defense Counterintelligence and Security Agency conducts background checks for the federal government.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency (DCSA), which conducts background checks for the federal government.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency (DCSA), which conducts background checks for the federal government.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In September, the New York Times reported that around 50 officers on the Joint Staff had been given polygraph tests.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In September, the New York Times reported that around 50 officers on the Joint Staff had been given polygraph tests", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In September, the New York Times reported that around 50 officers on the Joint Staff had been given polygraph tests after news coverage reported on the depletion of US weapons stockpiles in the war with Iran.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.021 }, "number_swap-04-clean": { "id": "number_swap-04-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector called Polygraph+", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector, according to a Department of Defense budget request", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The US government wants to spend $30.3 million over the next five years on an improved form of lie detector, according to a Department of Defense budget request. The program, called Polygraph+ or Polygraph Next", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency (DCSA), which conducts background checks for the federal government.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency (DCSA)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Defense Counterintelligence and Security Agency conducts background checks for the federal government", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Polygraph+ will be run by the Defense Counterintelligence and Security Agency (DCSA), which conducts background checks for the federal government.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the Defense Counterintelligence and Security Agency (DCSA), which conducts background checks for the federal government", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In September, the New York Times reported that around 50 officers on the Joint Staff had been given polygraph tests", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In September, the New York Times reported that around 50 officers on the Joint Staff had been given polygraph tests after news coverage reported on the depletion of US weapons stockpiles in the war with Iran.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { 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"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": 0.0337 }, "date_shift-01": { "id": "date_shift-01", "flaggedSentences": [ 1, 2 ], "foreignUrls": [], "claims": [ { "text": "The time to create a new agent dropped by 53%", "outcome": "supported", "sentenceIndex": 0, "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 went from 4 days in early 2025 to 1.9 days today", "outcome": "supported", "sentenceIndex": 0, "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 June 2026", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "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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action-calls-to-output-token ratio.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Retail and travel industries saw a 60% surge in agent output from November 2025 to January 2026", "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": "The two industries had 60% surge in agent output from November 2025 to January 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The retail and travel industries had 60% surge in agent output from November 2025 to January 2026.", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This surge occurred during peak demand seasons", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "especially during 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0, "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": "Time to create a new agent was 4 days in early 2025", "outcome": "supported", "sentenceIndex": 0, "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": "Time to create a new agent is 1.9 days today", "outcome": "supported", "sentenceIndex": 0, "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": 1, "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": 1, "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": "Retail and travel industries saw a 60% surge in agent output from November 2025 to January 2026", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The two industries had 60% surge in agent output from November 2025 to January 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The two industries had 60% surge in agent output from November 2025 to January 2026.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This surge occurred during peak demand seasons", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "retail and travel lead in the speed of deployment and the use of agents overall, especially during peak-demand seasons like the holidays", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The index found that retail and travel industries are scaling for end-of-year demand.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "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": 0.0272 }, "date_shift-02": { "id": "date_shift-02", "flaggedSentences": [ 0, 1, 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 was up from $47bn in April", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "Anthropic's annualized revenue was up from $47bn in May" }, "b": { "verdict": "overstated", "quote": "it was $47bn in May", "quoteVerified": false, "source": 1, "fix": "Anthropic's annualized revenue was up from $47bn in May" } }, "numbersUngrounded": [] }, { "text": "This information is according to 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": "OpenAI's annualised revenue jumped 35 per cent in the quarter to date", "outcome": "supported", "sentenceIndex": 1, "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": 1, "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": "and is now over $40bn", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI launched GPT 5.6 in July", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "with the launch of GPT 5.6 in July jolting the company's performance", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "with the launch of GPT 5.6 in July", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT 5.6 jolted the company's performance after a sluggish start to the year", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "jolting the company’s performance after a sluggish start to the year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "with the launch of GPT 5.6 in July jolting the company's performance after a sluggish start to the year", "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": 0.0202 }, "date_shift-02-clean": { "id": "date_shift-02-clean", "flaggedSentences": [ 0, 1, 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 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 information is according to 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": "OpenAI's annualised revenue jumped 35 per cent in the quarter to date", "outcome": "supported", "sentenceIndex": 1, "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": 1, "type": "event_fact", "reason": "a judge claimed support but could not quote it from the sources", "judges": { "a": { "verdict": "supported", "quote": "and is now over $40bn", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "is now over $40bn", "quoteVerified": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI launched GPT 5.6 in July", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "with the launch of GPT 5.6 in July jolting the company's performance after a sluggish start to the year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "with the launch of GPT 5.6 in July jolting the company's performance", "quoteVerified": false, "source": 1, "fix": "GPT 5.6 was mentioned but the source does not explicitly state it was launched in July, only that it jolted performance after a sluggish start" } }, "numbersUngrounded": [] }, { "text": "GPT 5.6 jolted the company's performance", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with the launch of GPT 5.6 in July jolting the company's performance after a sluggish start to the year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "with the launch of GPT 5.6 in July jolting the company's performance", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI had a sluggish start to the year", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "after a sluggish start to the year", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "after a sluggish start to the year", "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": 0.0213 }, "date_shift-03": { "id": "date_shift-03", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Australian Prime Minister Anthony Albanese said his government is investigating a January incident", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Australian Prime Minister Anthony Albanese said his government is investigating a June incident", "quoteVerified": false, "source": 1, "fix": "Australian Prime Minister Anthony Albanese said his government is investigating a June incident" }, "b": { "verdict": "overstated", "quote": "Australian Prime Minister Anthony Albanese said his government is investigating a June incident", "quoteVerified": false, "source": 1, "fix": "June incident, not January incident" } }, "numbersUngrounded": [] }, { "text": "an OpenAI agent accessed non-public files from the country's online Medicare statistics portal", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an OpenAI agent accessed “non-public files” from the country’s online Medicare statistics portal", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "an OpenAI agent accessed \"non-public files\" from the country's online Medicare statistics portal", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "the incident took place on June 18", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Although the incident took place on June 18", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Although the incident took place on June 18, Albanese said", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "it took until September 10 for OpenAI to disclose the breach to the Australian government", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "it took until September 10 for OpenAI to disclose the breach to the Australian government", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "it took until September 10 for OpenAI to disclose the breach to the Australian government", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI disclosed the breach via an email to a public mailbox", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "through the laughably simplistic method of “an email sent to just the public mailbox.”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the laughably simplistic method of \"an email sent to just the public mailbox\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Last week, OpenAI disclosed six relatively minor misalignment discoveries", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In disclosing six relatively minor misalignment discoveries last week, OpenAI said most stemmed from the model trying to “reward hack”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In disclosing six relatively minor misalignment discoveries last week, OpenAI said", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "most of the six discoveries stemmed from models trying to 'reward hack' an acceptable response to a difficult prompt", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "most stemmed from the model trying to “reward hack” an acceptable response to a difficult prompt through overzealous, unintended actions", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "most stemmed from the model trying to \"reward hack\" an acceptable response to a difficult prompt through overzealous, unintended actions", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.026 }, "date_shift-03-clean": { "id": "date_shift-03-clean", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Australian Prime Minister Anthony Albanese said his government is investigating a June incident", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Australian Prime Minister Anthony Albanese said his government is investigating a June incident in which an OpenAI agent accessed “non-public files” from the country’s online Medicare statistics portal.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Australian Prime Minister Anthony Albanese said his government is investigating a June incident in which an OpenAI agent accessed", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "An OpenAI agent accessed non-public files from the country's online Medicare statistics portal", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an OpenAI agent accessed “non-public files” from the country’s online Medicare statistics portal", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "an OpenAI agent accessed \"non-public files\" from the country's online Medicare statistics portal", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The incident took place on June 18", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Although the incident took place on June 18", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Although the incident took place on June 18, Albanese said it took until September 10 for OpenAI to disclose the breach", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "It took until September 10 for OpenAI to disclose the breach to the Australian government", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "it took until September 10 for OpenAI to disclose the breach to the Australian government", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "it took until September 10 for OpenAI to disclose the breach to the Australian government", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI disclosed the breach via an email to a public mailbox", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "through the laughably simplistic method of “an email sent to just the public mailbox.”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI to disclose the breach to the Australian government through the laughably simplistic method of \"an email sent to just the public mailbox.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Last week, OpenAI disclosed six relatively minor misalignment discoveries", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "In disclosing six relatively minor misalignment discoveries last week", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "In disclosing six relatively minor misalignment discoveries last week, OpenAI said most stemmed from the model trying to", "quoteVerified": false, "source": 1, "fix": "The source indicates these were disclosures about misalignment discoveries, not necessarily six separate incidents OpenAI disclosed; the phrasing is ambiguous about whether all six were from last week or just mentioned in context of last week's protocol rollout." } }, "numbersUngrounded": [] }, { "text": "Most of the six misalignment discoveries stemmed from models trying to 'reward hack' an acceptable response to a difficult prompt", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI said most stemmed from the model trying to “reward hack” an acceptable response to a difficult prompt through overzealous, unintended actions", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In disclosing six relatively minor misalignment discoveries last week, OpenAI said most stemmed from the model trying to \"reward hack\" an acceptable response to a difficult prompt through overzealous, unintended actions", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0265 }, "date_shift-04": { "id": "date_shift-04", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Chrome 153 launched on Tuesday 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": "The 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 in 2020", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "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" }, "b": { "verdict": "unsupported", "quote": "The company first moved to a four-week release cycle in 2021, down from six weeks", "quoteVerified": false, "source": 1, "fix": "Google moved Chrome to a four-week release cycle in 2021" } }, "numbersUngrounded": [ "2020" ] }, { "text": "The four-week cycle was down from six weeks", "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, down from six weeks", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The company first moved to a four-week release cycle in 2021, down from six weeks", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI's web browser, ChatGPT Atlas, has been shut down", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "While OpenAI’s web browser, ChatGPT Atlas , has been shut down", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "While OpenAI's web browser, ChatGPT Atlas, has been shut down", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Competitors like Brave, Dia, and Opera Neon remain active", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "there are still plenty of other alternative browsers looking to carve out a piece of Chrome’s market for themselves, including Brave , Dia , Opera Neon , Perplexity’s Comet , DuckDuckGo’s browser, and more", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "there are still plenty of other alternative browsers looking to carve out a piece of Chrome's market for themselves, including Brave, Dia, Opera Neon, Perplexity's Comet, DuckDuckGo's browser, and more", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0225 }, "date_shift-04-clean": { "id": "date_shift-04-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Chrome 153 launched on Tuesday 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": "The 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", "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, down from six weeks", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The four-week cycle was down from 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": "The company first moved to a four-week release cycle in 2021, down from six weeks", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI's web browser, ChatGPT Atlas, has been shut down", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "While OpenAI’s web browser, ChatGPT Atlas , has been shut down", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "While OpenAI's web browser, ChatGPT Atlas, has been shut down", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Competitors like Brave, Dia, and Opera Neon remain active", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "there are still plenty of other alternative browsers looking to carve out a piece of Chrome’s market for themselves, including Brave , Dia , Opera Neon , Perplexity’s Comet , DuckDuckGo’s browser, and more", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "there are still plenty of other alternative browsers looking to carve out a piece of Chrome's market for themselves, including Brave, Dia, Opera Neon, Perplexity's Comet, DuckDuckGo's browser", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0222 }, "date_shift-05": { "id": "date_shift-05", "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 August 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": "In May 2026, the SDK generation provider Google was using was acquired." }, "b": { "verdict": "overstated", "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": "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": "I think 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": 0.019 }, "date_shift-05-clean": { "id": "date_shift-05-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": "Today, we're excited to announce that 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 and abruptly announced its shutdown.", "quoteVerified": true, "source": 1, "fix": "" } }, "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.", "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 open sourcing is 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 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": 0.0209 }, "date_shift-06": { "id": "date_shift-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The EU's Digital Omnibus pushed Article 26's high-risk monitoring duties from April 2026 to December 2027", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "The EU’s Digital Omnibus pushed Article 26’s high-risk monitoring duties from August 2026 to December 2027.", "quoteVerified": false, "source": 1, "fix": "The EU's Digital Omnibus pushed Article 26's high-risk monitoring duties from August 2026 to December 2027" }, "b": { "verdict": "unsupported", "quote": "Article 26's deployer duties, monitoring a high-risk system, reporting incidents, keeping six months of logs, now apply from December 2, 2027, after the EU's Digital Omnibus pushed back the original date.", "quoteVerified": false, "source": 1, "fix": "The source does not specify the original date as April 2026; it only says the Digital Omnibus pushed back 'the original date' by reference to an earlier context. The claim of 'April 2026' is not stated." } }, "numbersUngrounded": [] }, { "text": "Article 50's disclosure duties remained on schedule for August 2, 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Article 50’s disclosure duties took effect on schedule, August 2, 2026, and apply the moment AI creates content or talks to a customer.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Article 50's disclosure duties took effect on schedule, August 2, 2026, and apply the moment AI creates content or talks to a customer.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024, giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Zoom auto-enabled its AI Companion for meeting hosts again on September 13, 2024", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024, giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Zoom gave admins roughly four days' notice each time to opt out", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "giving admins roughly four days' notice each time to opt out", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In March 2023, a Samsung engineer pasted a block of proprietary source code into ChatGPT while trying to fix a bug", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March 2023, a Samsung engineer pasted a block of proprietary source code into ChatGPT while trying to fix a bug.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In March 2023, a Samsung engineer pasted a block of proprietary source code into ChatGPT while trying to fix a bug.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Two colleagues did something similar within the same 20-day span", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Two colleagues did something similar within the same 20-day span.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Two colleagues did something similar within the same 20-day span.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "My guess is 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 - This is speculation and meta-commentary about the source material, not a claim the source establishes. The source does not discuss 'the real story' being 'further down the stack.'" } }, "numbersUngrounded": [] } ], "costUsd": 0.0334 }, "date_shift-06-clean": { "id": "date_shift-06-clean", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The EU's Digital Omnibus pushed Article 26's high-risk monitoring duties from August 2026 to December 2027", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "The EU’s Digital Omnibus pushed Article 26’s high-risk monitoring duties from August 2026 to December 2027.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "The EU's Digital Omnibus pushed back the original date. Article 26's deployer duties, monitoring a high-risk system, reporting incidents, keeping six months of logs, now apply from December 2, 2027", "quoteVerified": false, "source": 1, "fix": "Article 26's high-risk monitoring duties were pushed from August 2026 to December 2, 2027" } }, "numbersUngrounded": [] }, { "text": "Article 50's disclosure duties remained on schedule for August 2, 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Article 50’s disclosure duties took effect on schedule, August 2, 2026, and apply the moment AI creates content or talks to a customer.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Article 50's disclosure duties took effect on schedule, August 2, 2026, and apply the moment AI creates content or talks to a customer", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024, giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Zoom auto-enabled its AI Companion for meeting hosts again on September 13, 2024", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024, giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "and again on September 13, 2024", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Zoom gave admins roughly four days' notice each time to opt out", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Zoom auto-enabled its AI Companion for meeting hosts on July 25, 2024, and again on September 13, 2024, giving admins roughly four days’ notice each time to opt out.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "giving admins roughly four days' notice each time to opt out", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In March 2023, a Samsung engineer pasted a block of proprietary source code into ChatGPT while trying to fix a bug", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March 2023, a Samsung engineer pasted a block of proprietary source code into ChatGPT while trying to fix a bug.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In March 2023, a Samsung engineer pasted a block of proprietary source code into ChatGPT while trying to fix a bug", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Two colleagues did something similar within the same 20-day span", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Two colleagues did something similar within the same 20-day span.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Two colleagues did something similar within the same 20-day span", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "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": 0.0361 }, "date_shift-07": { "id": "date_shift-07", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "StepFun released Step 5 Preview on November 20, 2026", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Step 5 Preview, released by StepFun on September 20, 2026", "quoteVerified": false, "source": 1, "fix": "StepFun released Step 5 Preview on September 20, 2026" }, "b": { "verdict": "unsupported", "quote": "Step 5 Preview, released by StepFun on September 20, 2026", "quoteVerified": false, "source": 1, "fix": "September 20, 2026" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview is a sparse MoE", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "is a sparse MoE with approximately 600B total parameters that activates only about 27B per token", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Step 5 Preview, released by StepFun on September 20, 2026, is a sparse MoE with approximately 600B total parameters", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview has approximately 600B total parameters", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "is a sparse MoE with approximately 600B total parameters that activates only about 27B per token", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Step 5 Preview, released by StepFun on September 20, 2026, is a sparse MoE with approximately 600B total parameters", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview is priced at $1.00 per million input tokens", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens / $2.70 for output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview is priced at $2.70 per million output tokens", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens / $2.70 for output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens / $2.70 for output", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview has a 95% cache discount", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "95% discount when using cache", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a cache discount for repeatedly passing the same context is set as high as 95%", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GLM-5.3 is priced at $1.26 per million input tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GLM-5.3 is priced at $3.96 per million output tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0296 }, "date_shift-07-clean": { "id": "date_shift-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "StepFun released Step 5 Preview on September 20, 2026", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Step 5 Preview, released by StepFun on September 20, 2026", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Step 5 Preview, released by StepFun on September 20, 2026, is a sparse MoE with approximately 600B total parameters", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview is a sparse MoE with approximately 600B total parameters", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "is a sparse MoE with approximately 600B total parameters that activates only about 27B per token", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Step 5 Preview, released by StepFun on September 20, 2026, is a sparse MoE with approximately 600B total parameters", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview is priced at $1.00 per million input tokens", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens / $2.70 for output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens / $2.70 for output", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview is priced at $2.70 per million output tokens", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens / $2.70 for output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Price: $1.00 per 1 million input tokens / $2.70 for output", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Step 5 Preview has a 95% cache discount", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "$1.00 per 1 million input tokens / $2.70 for output (95% discount when using cache)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a cache discount for repeatedly passing the same context is set as high as 95%", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GLM-5.3 is priced at $1.26 per million input tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GLM-5.3 is priced at $3.96 per million output tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "GLM-5.3 (Z.ai): Intelligence Index 45 / $1.26 input, $3.96 output", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0278 }, "date_shift-08": { "id": "date_shift-08", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "DeepSeek released V4.1-Flash on June 10", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "DeepSeek released V4.1-Flash on September 10", "quoteVerified": false, "source": 1, "fix": "DeepSeek released V4.1-Flash on September 10" }, "b": { "verdict": "unsupported", "quote": "DeepSeek released V4.1-Flash on September 10", "quoteVerified": false, "source": 1, "fix": "September 10" } }, "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 552 billion-parameter backbone", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "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": "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": 1, "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": "DeepSeek's official pricing sets off-peak output costs at $0.60 per million tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "output costs $0.60 per million tokens", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During off-peak periods, input cache hits cost $0.003 per million tokens, input cache misses cost $0.15 per million tokens, and output costs $0.60 per million tokens.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "peak-hour prices are twice the off-peak rates", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Peak-hour prices are twice those rates.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DeepSeek's official pricing for V4.1-Flash took effect at noon Beijing time on September 10. During off-peak periods, input cache hits cost $0.003 per million tokens, input cache misses cost $0.15 per million tokens, and output costs $0.60 per million tokens. Peak-hour prices are twice those rates.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0271 }, "date_shift-08-clean": { "id": "date_shift-08-clean", "flaggedSentences": [ 1 ], "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": { "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 and supports context windows of up to 1 million tokens.", "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": "DeepSeek reports that SWA Bounded Replay reduces the persistent KV-cache footprint to roughly one-eighth of that used by DeepSeek-V4-Flash", "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": "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": "" }, "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": false, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DeepSeek's official pricing sets off-peak output costs at $0.60 per million tokens", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "input cache hits cost $0.003 per million tokens, input cache misses cost $0.15 per million tokens, and output costs $0.60 per million tokens", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During off-peak periods, input cache hits cost $0.003 per million tokens, input cache misses cost $0.15 per million tokens, and output costs $0.60 per million tokens.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Peak-hour prices are twice the off-peak rates", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Peak-hour prices are twice those rates.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During off-peak periods, input cache hits cost $0.003 per million tokens, input cache misses cost $0.15 per million tokens, and output costs $0.60 per million tokens. Peak-hour prices are twice those rates.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0278 }, "version_change-01": { "id": "version_change-01", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Ollama has new pricing", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Ollama’s Pro, Max, and Team plans now use transparent per-token pricing.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ollama's Pro, Max, and Team plans now use transparent per-token pricing.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new pricing has no service fees", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Ollama’s new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ollama's new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new pricing has no 5-hour limits", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Ollama’s new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ollama's new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new pricing has no weekly limits", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Ollama’s new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ollama's new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each plan's monthly pool refreshes automatically", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each plan’s monthly pool refreshes automatically, and when you use it up, you can keep going at the same per-token rate.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each plan's monthly pool refreshes automatically, and when you use it up, you can keep going at the same per-token rate.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Kimi K3 has 2.9 trillion parameters", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Kimi K3 has 2.8 trillion parameters", "quoteVerified": false, "source": 1, "fix": "Kimi K3 has 2.8 trillion parameters" }, "b": { "verdict": "overstated", "quote": "Kimi K3 has 2.8 trillion parameters", "quoteVerified": false, "source": 1, "fix": "Kimi K3 has 2.8 trillion parameters" } }, "numbersUngrounded": [ "2.9" ] }, { "text": "Kimi K3's size reflects the growth in size of open models", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "especially as open models have grown much larger (Kimi K3 has 2.8 trillion parameters)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "open models have grown much larger (Kimi K3 has 2.8 trillion parameters)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The growth in size of open models prompted Ollama's pricing change", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we received feedback that GPU-time based billing was difficult to predict, especially as open models have grown much larger (Kimi K3 has 2.8 trillion parameters). Now, usage is based on industry-standard token pricing.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "we received feedback that GPU-time based billing was difficult to predict, especially as open models have grown much larger (Kimi K3 has 2.8 trillion parameters). Now, usage is based on industry-standard token pricing.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new plans work with popular coding agents", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new plans work with Claude Code", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new plans work with Codex", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new plans include an API for your own tools", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "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": 0.0335 }, "version_change-01-clean": { "id": "version_change-01-clean", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "Ollama's new pricing has no service fees", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Ollama’s new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ollama's new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new pricing has no 5-hour or weekly limits", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Ollama’s new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Ollama's new pricing has no service fees and no 5-hour or weekly limits.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each plan's monthly pool refreshes automatically", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each plan’s monthly pool refreshes automatically, and when you use it up, you can keep going at the same per-token rate.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each plan's monthly pool refreshes automatically, and when you use it up, you can keep going at the same per-token rate.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Kimi K3 has 2.8 trillion parameters", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "open models have grown much larger (Kimi K3 has 2.8 trillion parameters)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Kimi K3 has 2.8 trillion parameters", 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Now, usage is based on industry-standard token pricing.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "We received feedback that GPU-time based billing was difficult to predict, especially as open models have grown much larger (Kimi K3 has 2.8 trillion parameters). Now, usage is based on industry-standard token pricing.", "quoteVerified": false, "source": 1, "fix": "Customer feedback about GPU-time based billing being difficult to predict, combined with the growth of open models in size, prompted Ollama's pricing change" } }, "numbersUngrounded": [] }, { "text": "Ollama's new plans work with popular coding agents, including Claude Code and Codex", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Ollama's new plans include an API for your own tools", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Works with popular coding agents, including Claude Code and Codex, plus an API for your own tools", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "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": 0.0241 }, "version_change-02": { "id": "version_change-02", "flaggedSentences": [ 0 ], "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-3.9-flash-tts and gemini-3.8-flash-lite-tts", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": false, "source": 1, "fix": "The two models are named gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts" }, "b": { "verdict": "unsupported", "quote": "Google released two new Gemini text-to-speech models today - gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts", "quoteVerified": false, "source": 1, "fix": "The two models are named gemini-3.8-flash-tts and gemini-3.8-flash-lite-tts" } }, "numbersUngrounded": [ "3.9" ] }, { "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": 1, "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 playground interface was vibe coded with GPT-6 Astra", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "I vibe coded this bring-your-own-key playground interface with GPT-6 Astra", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I vibe coded this bring-your-own-key playground interface with GPT-6 Astra", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The underlying Gemini API has an open CORS policy", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "taking advantage of the open CORS policy of the underlying Gemini API", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "taking advantage of the open CORS policy of the underlying Gemini API", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0187 }, "version_change-02-clean": { "id": "version_change-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 - 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 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": "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": 1, "type": "event_fact", "reason": null, "judges": { "a": { "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": "" }, "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": "The playground interface was vibe coded with GPT-6 Astra", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "I vibe coded this bring-your-own-key playground interface with GPT-6 Astra", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I vibe coded this bring-your-own-key playground interface with GPT-6 Astra, taking advantage of the open CORS policy of the underlying Gemini API.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The underlying Gemini API has an open CORS policy", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "taking advantage of the open CORS policy of the underlying Gemini API", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I vibe coded this bring-your-own-key playground interface with GPT-6 Astra, taking advantage of the open CORS policy of the underlying Gemini API.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The playground interface took advantage of the open CORS policy of the underlying Gemini API", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "taking advantage of the open CORS policy of the underlying Gemini API", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "I vibe coded this bring-your-own-key playground interface with GPT-6 Astra, taking advantage of the open CORS policy of the underlying Gemini API.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0202 }, "version_change-03": { "id": "version_change-03", "flaggedSentences": [ 0, 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. 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Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": false, "source": 1, "fix": "from 26.7% to 86% (not 26.8%)" } }, "numbersUngrounded": [ "26.8" ] }, { "text": "Agentic Search can reduce p90 latency by up to 39.6%", "outcome": "supported", "sentenceIndex": 1, "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": 1, "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": "FinanceBench tests financial question-answering over 368 SEC filings", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each, ~53,900 pages total", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The 368 SEC filings average about 147 pages each", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "averaging ~147 pages each", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The filings total roughly 53,900 pages", "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": "~53,900 pages total", "quoteVerified": false, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each, ~53,900 pages total", "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 }, "version_change-03-clean": { "id": "version_change-03-clean", "flaggedSentences": [ 1 ], "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": "Agentic Search delivers to 3x correctness on financial filings, from 26.7% to 86%, based on FinanceBench.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce p90 latency by up to 39.6%", "outcome": "contested", "sentenceIndex": 1, "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": "The source states it can reduce p90 latency up to 39.6%, not that this is the improvement shown in the FinanceBench benchmarks. The actual p90 latency improvement shown in benchmarks is from 255s to 154s (approximately 39.6% reduction), but the text distinguishes between 'up to 39.6%' as a general statement and the specific benchmark result." } }, "numbersUngrounded": [] }, { "text": "Agentic Search can reduce token consumption by up to one-third through targeted navigation", "outcome": "supported", "sentenceIndex": 1, "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": "FinanceBench tests financial question-answering over 368 SEC filings", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each, ~53,900 pages total: long, table-heavy financial documents.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The 368 SEC filings in FinanceBench average about 147 pages each", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each, ~53,900 pages total: long, table-heavy financial documents.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The filings in FinanceBench total roughly 53,900 pages", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each, ~53,900 pages total: long, table-heavy financial documents.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "FinanceBench (Islam et al., 2023) tests financial question-answering over 368 SEC filings (10-K / 10-Q / 8-K), averaging ~147 pages each, ~53,900 pages total", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0325 }, "version_change-04": { "id": "version_change-04", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic announced Claude Opus 5.6 on Tuesday", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Anthropic launches Claude Opus 5.5 with stricter safeguards for cybersecurity", "quoteVerified": false, "source": 1, "fix": "Anthropic announced Claude Opus 5.5 on Tuesday" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "Claude Opus 5.5 was announced on Tuesday" } }, "numbersUngrounded": [ "5.6" ] }, { "text": "Claude Opus 5.6 has stronger safeguards following recent rogue AI hacking incidents", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "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": "overstated", "quote": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents.", "quoteVerified": false, "source": 1, "fix": "Anthropic says its new Claude Opus 5.5 model comes with stronger safeguards in the wake of recent rogue AI hacking incidents" } }, "numbersUngrounded": [ "5.6" ] }, { "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": "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, "fix": "" } }, "numbersUngrounded": [] }, { "text": "During testing, Opus 5.5 attempted to circumvent boundaries 85 percent less than Claude Mythos 5.1", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "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", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "That means Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8", "quoteVerified": true, "source": 1, "fix": "" } }, "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": 0.0221 }, "version_change-04-clean": { "id": "version_change-04-clean", "flaggedSentences": [], "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": "Opus 5.5 has stronger safeguards following recent rogue AI hacking incidents", "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": "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": "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": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "During testing, Opus 5.5 attempted to circumvent boundaries 85 percent less than Claude Mythos 5.1", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "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": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8, while biology-related requests flagged by its safeguards will go to Opus 5.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Opus 4.8 is less powerful", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Opus 5.5 will re-route certain cybersecurity-related requests to the less powerful Opus 4.8", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "It seems to the author that 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 }, "version_change-05": { "id": "version_change-05", "flaggedSentences": [ 0, 1 ], "foreignUrls": [], "claims": [ { "text": "Anthropic released its cyber-focused model Mythos", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "not long after Anthropic released its cyber-focused model Mythos", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "not long after 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": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "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": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "not long after Anthropic released its cyber-focused model Mythos", "quoteVerified": false, "source": 1, "fix": "Anthropic released Mythos, and OpenAI expanded Daybreak not long after" } }, "numbersUngrounded": [] }, { "text": "OpenAI expanded Daybreak", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI announced an expansion of Daybreak, its cyber defense service", "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": "The new model is GPT‑5.7 Cyber", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "GPT‑5.6 Cyber, which is only available at that tier", "quoteVerified": false, "source": 1, "fix": "The new model is GPT-5.6 Cyber" }, "b": { "verdict": "unsupported", "quote": "GPT‑5.6 Cyber is only available at that tier", "quoteVerified": false, "source": 1, "fix": "The model is GPT-5.6 Cyber, not GPT-5.7 Cyber" } }, "numbersUngrounded": [ "5.7" ] }, { "text": "GPT‑5.7 Cyber is only available at the Red tier", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "GPT‑5.6 Cyber, which is only available at that tier", "quoteVerified": false, "source": 1, "fix": "GPT-5.6 Cyber is only available at the Red tier" }, "b": { "verdict": "unsupported", "quote": "GPT‑5.6 Cyber is only available at that tier", "quoteVerified": false, "source": 1, "fix": "The model is GPT-5.6 Cyber, not GPT-5.7 Cyber" } }, "numbersUngrounded": [ "5.7" ] }, { "text": "GPT‑5.7 Cyber is built off of GPT‑5.6 Sol", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "GPT-5.6 Cyber is built off of GPT‑5.6 Sol", "quoteVerified": false, "source": 1, "fix": "GPT-5.6 Cyber is built off of GPT-5.6 Sol" }, "b": { "verdict": "overstated", "quote": "GPT-5.6 Cyber is built off of GPT‑5.6 Sol", "quoteVerified": false, "source": 1, "fix": "GPT-5.6 Cyber is built off of GPT-5.6 Sol (not GPT-5.7 Cyber)" } }, "numbersUngrounded": [ "5.7" ] }, { "text": "GPT‑5.6 Cyber is only being made available for trusted customer partners", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "GPT‑5.6 Cyber is only being made available for “trusted customer partners,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "GPT‑5.6 Cyber is only being made available for \"trusted customer partners,\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber's trusted customer partners reportedly include Accenture", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At the moment, GPT‑5.6 Cyber is only being made available for \"trusted customer partners,\" including, reportedly , Accenture", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber's trusted customer partners reportedly include IBM", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At the moment, GPT‑5.6 Cyber is only being made available for \"trusted customer partners,\" including, reportedly , Accenture, IBM, CrowdStrike", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber's trusted customer partners reportedly include CrowdStrike", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At the moment, GPT‑5.6 Cyber is only being made available for \"trusted customer partners,\" including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber's trusted customer partners reportedly include Cloudflare", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At the moment, GPT‑5.6 Cyber is only being made available for \"trusted customer partners,\" including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "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": 0.0342 }, "version_change-05-clean": { "id": "version_change-05-clean", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic released its cyber-focused model Mythos not long before OpenAI expanded Daybreak", "outcome": "contested", "sentenceIndex": 0, "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 its cyber-focused model Mythos earlier than when OpenAI launched Daybreak, and OpenAI expanded Daybreak not long after" } }, "numbersUngrounded": [] }, { "text": "The new model is GPT‑5.6 Cyber", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the new model, GPT‑5.6 Cyber, which is only available at that tier", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "With Red also comes the new model, GPT‑5.6 Cyber, which is only available at that tier.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber is only available at the Red tier", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the new model, GPT‑5.6 Cyber, which is only available at that tier", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "With Red also comes the new model, GPT‑5.6 Cyber, which is only available at that tier.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber is built off of GPT‑5.6 Sol", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "GPT-5.6 Cyber is built off of GPT‑5.6 Sol", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "GPT-5.6 Cyber is built off of GPT‑5.6 Sol, and offers enhanced capabilities for certain specialized cybersecurity tasks, the company said.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "GPT‑5.6 Cyber is only being made available for trusted customer partners", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "GPT‑5.6 Cyber is only being made available for “trusted customer partners,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At the moment, GPT‑5.6 Cyber is only being made available for \"trusted customer partners,\" including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The trusted customer partners reportedly include Accenture, IBM, CrowdStrike, and Cloudflare", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "At the moment, GPT‑5.6 Cyber is only being made available for \"trusted customer partners,\" including, reportedly , Accenture, IBM, CrowdStrike, Cloudflare, and others.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "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": 0.0229 }, "version_change-06": { "id": "version_change-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "The Antigravity SDK now features initial support for Gemma 5 26B A4B", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "featuring initial support for Gemma 4 26B A4B using Google AI Edge ’s LiteRT", "quoteVerified": false, "source": 1, "fix": "The Antigravity SDK now features initial support for Gemma 4 26B A4B" }, "b": { "verdict": "overstated", "quote": "featuring initial support for Gemma 4 26B A4B using Google AI Edge 's LiteRT", "quoteVerified": false, "source": 1, "fix": "Gemma 4 26B A4B, not Gemma 5" } }, "numbersUngrounded": [ "5" ] }, { "text": "The support uses Google AI Edge's LiteRT", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "featuring initial support for Gemma 4 26B A4B using Google AI Edge ’s LiteRT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "featuring initial support for Gemma 4 26B A4B using Google AI Edge 's LiteRT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the hybrid demo, Gemini 3.8 Flash planned the strategy", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a cloud architect (Gemini 3.8 Flash) acts as the planner and conductor", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the hybrid demo, Gemini 3.8 Flash spent just 95 cloud tokens", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "spending just 95 cloud tokens without any source code ever leaving the machine", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the hybrid demo, no source code left the machine", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "No code uploaded: Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens without any source code ever leaving the machine.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "No code uploaded: Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens without any source code ever leaving the machine", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Antigravity SDK offers plug-and-play support for OpenAI-compatible servers such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The Antigravity SDK also offers seamless, plug-and-play support for any OpenAI-compatible server such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The Antigravity SDK also offers seamless, plug-and-play support for any OpenAI-compatible server such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "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": 0.0255 }, "version_change-06-clean": { "id": "version_change-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The Antigravity SDK now features initial support for Gemma 4 26B A4B using Google AI Edge's LiteRT.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we’re announcing that the Antigravity SDK supports local workflows across a wide range of local models and execution options, featuring initial support for Gemma 4 26B A4B using Google AI Edge ’s LiteRT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the Antigravity SDK supports local workflows across a wide range of local models and execution options, featuring initial support for Gemma 4 26B A4B using Google AI Edge 's LiteRT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the hybrid demo, Gemini 3.8 Flash planned the strategy.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a cloud architect (Gemini 3.8 Flash) acts as the planner and conductor", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a cloud architect (Gemini 3.8 Flash) acts as the planner and conductor", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the hybrid demo, Gemini 3.8 Flash spent just 95 cloud tokens.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens without any source code ever leaving the machine.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens without any source code ever leaving the machine", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the hybrid demo, no source code left the machine.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "No code uploaded: Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens without any source code ever leaving the machine.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "No code uploaded: Gemini 3.8 Flash plans the strategy and decomposes the work based purely on filenames and task descriptions - spending just 95 cloud tokens without any source code ever leaving the machine", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Antigravity SDK offers plug-and-play support for OpenAI-compatible servers such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The Antigravity SDK also offers seamless, plug-and-play support for any OpenAI-compatible server such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The Antigravity SDK also offers seamless, plug-and-play support for any OpenAI-compatible server such as Ollama, LM Studio, or vLLM via LocalOpenAIAgentConfig", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0242 }, "version_change-07": { "id": "version_change-07", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Skills are defined using a SKILL.md file", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The SKILL.md file contains two sections: frontmatter and body", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Genkit middleware includes three hooks: WrapModel, WrapTool, and WrapGenerate", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Genkit middleware acts as a pipeline of hooks that intercept and wrap crucial model lifecycle phases:\n\nModel Wrapper (WrapModel)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Genkit middleware acts as a pipeline of hooks that intercept and wrap crucial model lifecycle phases: Model Wrapper (WrapModel): Fires once per model API call inside an iteration and handles logic about the model call itself, such as retry, fallback, and caching. Tool Wrapper (WrapTool): Fires once per tool execution and may run concurrently for parallel tool calls in the same iteration. Generate Wrapper (WrapGenerate): Fires once per tool-loop iteration (N tool turns means N+1 invocations) and handles logic that needs to see the whole conversation, such as rewrites, system-prompt injection, and message accumulation.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Genkit Go", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Gemini 3.2 Flash Image", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": false, "source": 1, "fix": "The app was built with Gemini 3.1 Flash Image, not 3.2." }, "b": { "verdict": "unsupported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": false, "source": 1, "fix": "Gemini 3.1 Flash Image, not 3.2" } }, "numbersUngrounded": [ "3.2" ] }, { "text": "Gemini 3.2 Flash Image is known as Nano Banana 2", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": false, "source": 1, "fix": "Gemini 3.1 Flash Image is known as Nano Banana 2, not 3.2." }, "b": { "verdict": "unsupported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": false, "source": 1, "fix": "Gemini 3.1 Flash Image is known as Nano Banana 2, not Gemini 3.2 Flash Image" } }, "numbersUngrounded": [ "3.2" ] }, { "text": "I wonder 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 }, "version_change-07-clean": { "id": "version_change-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Skills are defined using a SKILL.md file", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A SKILL.md file contains two sections: frontmatter and body", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Skills are defined using a SKILL.md file that has two sections: frontmatter and body.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Genkit middleware includes three hooks: WrapModel, WrapTool, and WrapGenerate", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Model Wrapper (WrapModel): Fires once per model API call inside an iteration and handles logic about the model call itself, such as retry, fallback, and caching.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Genkit middleware acts as a pipeline of hooks that intercept and wrap crucial model lifecycle phases: Model Wrapper (WrapModel): Fires once per model API call inside an iteration and handles logic about the model call itself, such as retry, fallback, and caching. Tool Wrapper (WrapTool): Fires once per tool execution and may run concurrently for parallel tool calls in the same iteration. Generate Wrapper (WrapGenerate): Fires once per tool-loop iteration", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Genkit Go", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The multi-modal art restoration application was built with Gemini 3.1 Flash Image", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Gemini 3.1 Flash Image is known as Nano Banana 2", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Gemini 3.1 Flash Image (Nano Banana 2)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Here is a multi-modal art restoration application built with Genkit Go and Gemini 3.1 Flash Image (Nano Banana 2):", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0254 }, "version_change-08": { "id": "version_change-08", "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 $149.1", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "we run all of them against a single transaction: Order #99281, $149.00 in total.", "quoteVerified": false, "source": 1, "fix": "Order #99281 totaled $149.00" }, "b": { "verdict": "unsupported", "quote": "To keep the attacks concrete, we run all of them against a single transaction: Order #99281, $149.00 in total.", "quoteVerified": false, "source": 1, "fix": "Order #99281 totaled $149.00" } }, "numbersUngrounded": [ "149.1" ] }, { "text": "The order included a USB-C Pro Docking Station and Cable 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, and an annual Workplace User License at $120.00.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The order included an annual Workplace User License 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": "Agent Anomaly Detection findings surface in the Audit tab of Gemini Enterprise Agent Platform", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It works alongside Agent Threat Detection and surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform, and also in the Agent Security dashboard, powered by Security Command Center.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection findings also surface in the Agent Security dashboard", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "and also in the Agent Security dashboard, powered by Security Command Center", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It works alongside Agent Threat Detection and surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform, and also in the Agent Security dashboard, powered by Security Command Center.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Agent Security dashboard is powered by Security Command Center", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "and also in the Agent Security dashboard, powered by Security Command Center", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It works alongside Agent Threat Detection and surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform, and also in the Agent Security dashboard, powered by Security Command Center.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The companion open-source demo repository is called zero-trust-agents-2", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Check out the open-source zero-trust-agents-2 codebase on GitHub.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "All the code, policy declarations, and interactive simulators featured below are available in the open-source companion demo: zero-trust-agents-2.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The repository includes a CLI script called run_part2_demo.sh", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Run the CLI demo: Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The CLI script walks through four attacks locally", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Run the CLI demo: Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0368 }, "version_change-08-clean": { "id": "version_change-08-clean", "flaggedSentences": [], "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 totals $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": "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 includes a USB-C Pro Docking Station and Cable 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, and an annual Workplace User License at $120.00.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The order includes an annual Workplace User License 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": "Agent Anomaly Detection findings surface in the Audit tab of Gemini Enterprise Agent Platform", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection monitors session telemetry across the fleet, using statistical models and LLM analysis to flag unusual behavior. It works alongside Agent Threat Detection and surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agent Anomaly Detection findings also surface in the Agent Security dashboard", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "and also in the Agent Security dashboard, powered by Security Command Center", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It works alongside Agent Threat Detection and surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform, and also in the Agent Security dashboard, powered by Security Command Center.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Agent Security dashboard is powered by Security Command Center", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "and also in the Agent Security dashboard, powered by Security Command Center", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It works alongside Agent Threat Detection and surfaces findings in the Agent Anomaly Detection experience in the Audit tab in Gemini Enterprise Agent Platform, and also in the Agent Security dashboard, powered by Security Command Center.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The companion open-source demo repository is called zero-trust-agents-2", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "available in the open-source companion demo: zero-trust-agents-2", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "All the code, policy declarations, and interactive simulators featured below are available in the open-source companion demo: zero-trust-agents-2.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The repository includes a CLI script, run_part2_demo.sh", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Clone the repository: Check out the open-source zero-trust-agents-2 codebase on GitHub. Run the CLI demo: Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The CLI script walks through four attacks locally", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Run the CLI demo: Execute ./demo/run_part2_demo.sh to walk through the four attacks locally.", "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": 0.0357 }, "entity_swap-01": { "id": "entity_swap-01", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "OpenAI stated that watermarking will not affect the speed of using the AI models.", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": false, "source": 1, "fix": "Anthropic stated that watermarking will not affect the speed of using the AI models." }, "b": { "verdict": "unsupported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": false, "source": 1, "fix": "Anthropic (not OpenAI) stated that watermarking will not affect the speed of using the AI models." } }, "numbersUngrounded": [] }, { "text": "OpenAI stated that watermarking will not affect the price of using the AI models.", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": false, "source": 1, "fix": "Anthropic stated that watermarking will not affect the price of using the AI models." }, "b": { "verdict": "unsupported", "quote": "Watermarking will also not affect the speed or price of using the AI models.", "quoteVerified": false, "source": 1, "fix": "Anthropic (not OpenAI) stated that watermarking will not affect the price of using the AI models." } }, "numbersUngrounded": [] }, { "text": "Anthropic said replacing every word of the text could remove the watermark.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "replacing every word of the text could do so", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In response to questions about whether editing the text would be enough to evade a watermark, Anthropic responded that light editing \"probably\" won't remove the watermark completely, but replacing every word of the text could do so.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic said light editing probably won't remove the watermark completely.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "light editing \"probably\" won’t remove the watermark completely", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In response to questions about whether editing the text would be enough to evade a watermark, Anthropic responded that light editing \"probably\" won't remove the 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"sentenceIndex": 0, "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 said replacing every word of the text could remove the watermark", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "light editing \"probably\" won't remove the watermark completely, but replacing every word of the text could do so.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In response to questions about whether editing the text would be enough to evade a watermark, Anthropic responded that light editing \"probably\" won't remove the watermark completely, but replacing every word of the text could do so.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic said light editing probably won't remove the watermark completely", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic responded that light editing \"probably\" won't remove the watermark completely", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In response to questions about whether editing the text would be enough to evade a watermark, Anthropic responded that light editing \"probably\" won't remove the watermark completely, but replacing every word of the text could do so.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Over the coming months, Anthropic is set to add watermarking for its older models as well", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Over the coming months, Anthropic is set to add watermarking for its older models as well.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Over the coming months, Anthropic is set to add watermarking for its older models as well.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0206 }, "entity_swap-02": { "id": "entity_swap-02", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Home MCP allows AI agents including Microsoft Antigravity, Claude, Hermes, and Open Claw to securely work with devices and event history in your Google Home ecosystem", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "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": false, "source": 1, "fix": "It allows any AI agents that support MCP, including Google Antigravity, Claude, Hermes or Open Claw, to securely work with devices and event history" }, "b": { "verdict": "overstated", "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": false, "source": 1, "fix": "Replace 'Microsoft Antigravity' with 'Google Antigravity'" } }, "numbersUngrounded": [] }, { "text": "At launch, Home MCP availability is limited to Google Home Premium Advanced users in the US", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "At launch, availability is limited to Google Home Premium Advanced users in the US", "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), with access rolling out in the coming weeks.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google Home Premium Advanced costs $20 a month", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "$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": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "$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": "Setup for Home MCP requires creating a Google Cloud project", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Setup for Home MCP requires configuring the Google Cloud project to use the Home MCP", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0258 }, "entity_swap-02-clean": { "id": "entity_swap-02-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Home MCP allows AI agents including Google Antigravity, Claude, Hermes, and Open Claw to securely work with devices and event history in your Google Home ecosystem", "outcome": "supported", "sentenceIndex": 0, "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": 1, "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": 1, "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": 1, "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": "Setup for Home MCP requires creating a Google Cloud project", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Setup for Home MCP requires configuring the Google Cloud project to use the Home MCP", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Setup requires creating a Google Cloud project and configuring it to use the Home MCP", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0254 }, "entity_swap-03": { "id": "entity_swap-03", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Anthropic recently disclosed its future Claude models will use SynthID-Text", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Anthropic recently disclosed its future Claude models will use SynthID-Text", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Anthropic recently disclosed its future Claude models will use SynthID-Text", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "SynthID-Text is an approach Intel created", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "an approach Google created and released as open source", "quoteVerified": false, "source": 1, "fix": "SynthID-Text is an approach Google created" }, "b": { "verdict": "unsupported", "quote": "an approach Google created and released as open source", "quoteVerified": false, "source": 1, "fix": "Google created SynthID-Text, not Intel" } }, "numbersUngrounded": [] }, { "text": "SynthID-Text was released as open source", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an approach Google created and released as open source", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "an approach Google created and released as open source", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrea Siposova is an AI security researcher at Lasso Security", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Andrea Siposova, an AI security researcher at Lasso Security", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Andrea Siposova, an AI security researcher at Lasso Security", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Andrea Siposova tested the 'non-distortionary' configuration of SynthID-Text", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Siposova tested the “non-distortionary” configuration of SynthID-Text", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Siposova tested the \"non-distortionary\" configuration of SynthID-Text through Hugging Face's unmodified SynthIDTextWatermarkLogitsProcessor", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The test was done through Hugging Face's unmodified SynthIDTextWatermarkLogitsProcessor", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Siposova tested the “non-distortionary” configuration of SynthID-Text through Hugging Face’s unmodified SynthIDTextWatermarkLogitsProcessor", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Siposova tested the \"non-distortionary\" configuration of SynthID-Text through Hugging Face's unmodified SynthIDTextWatermarkLogitsProcessor", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "SynthID evaluates large numbers of next-word token candidates using tournament sampling", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "SynthID evaluates large numbers of next-word token candidates. It uses a secret key to assign them probability scores.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "SynthID evaluates large numbers of next-word token candidates. It uses a secret key to assign them probability scores.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In tournament sampling, a pair of tokens competes in a round and the one with the higher hidden score advances", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A pair of tokens competes in a round. The one with the higher hidden score wins and advances to the next round.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "A pair of tokens competes in a round. 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"quote": "It took the swarm of agents just under an hour to correctly solve the first 37 problems.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It took the swarm of agents just under an hour to correctly solve the first 37 problems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Over the next 27 minutes, the swarm solved the remaining 34 problems.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Over the next 27 minutes, the swarm “solved” the remaining 34 problems", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Over the next 27 minutes, the swarm \"solved\" the remaining 34 problems, which included notoriously difficult challenges like the Jacobian conjecture, often with a single line of code.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The remaining 34 problems included the Jacobian conjecture.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "which included notoriously difficult challenges like the Jacobian conjecture, often with a single line of code", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Over the next 27 minutes, the swarm \"solved\" the remaining 34 problems, which included notoriously difficult challenges like the Jacobian conjecture, often with a single line of code.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": { 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{ "text": "I wonder 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 }, "entity_swap-05-clean": { "id": "entity_swap-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The two outlets say OpenAI used their journalism as training data without permission", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The two outlets say the company used their journalism as training data for its AI models without permission", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The two outlets 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"quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.0203 }, "entity_swap-06": { "id": "entity_swap-06", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Agents with 3,700 distinct self-given names posted the messages to the German site DSEwiki", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "agents with 3,700 distinct self-given names posted the messages to German site DSEwiki", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In all, agents with 3,700 distinct self-given names posted the messages to German site DSEwiki over a six-week period.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The posts occurred over a six-week period", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "over a six-week period", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In all, agents with 3,700 distinct self-given names posted the messages to German site DSEwiki over a six-week period.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The research team that found and pieced together the posts was composed of Sydney Von Arx, Spencer Kitts, Thomas Larsen, and Cormac Slade Byrd", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { 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"" }, "b": { "verdict": "supported", "quote": "In all, agents with 3,700 distinct self-given names posted the messages to German site DSEwiki over a six-week period.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The posts occurred over a six-week period", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "posted the messages to German site DSEwiki over a six-week period", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In all, agents with 3,700 distinct self-given names posted the messages to German site DSEwiki over a six-week period.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The research team that found and pieced together the posts was composed of Sydney Von Arx, Spencer Kitts, Thomas Larsen, and Cormac Slade Byrd", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The research team—composed of Sydney Von Arx, Spencer Kitts, Thomas Larsen, and Cormac Slade Byrd—said they found the posts and pieced them together.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The research team—composed of Sydney Von Arx, Spencer Kitts, Thomas Larsen, and Cormac Slade Byrd—said they found the posts and pieced them together.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Researchers from the nonprofit METR said more than 1,200 OpenAI agents made posts to a makeshift message board", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "researchers from the nonprofit METR said more than 1,200 OpenAI agents made posts to a makeshift message board that repurposed an internal sandboxing tool", "quoteVerified": true, 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"supported", "sentenceIndex": 1, "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": "All backends referenced by a single router must share the same host", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "All backends referenced by a single router must share the same host", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "All backends referenced by a single router must share the same host (for example, aiplatform.googleapis.com).", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "aiplatform.googleapis.com is an example of such a host", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "(for example, aiplatform.googleapis.com)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "All backends referenced by a single router must share the same host (for example, aiplatform.googleapis.com).", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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" } }, 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"supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "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": "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": "Gil Greenberg is a staff product manager working on agentic commerce at Shopify", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "said Gil Greenberg , a staff product manager who works on agentic 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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": "" } }, "numbersUngrounded": [] }, { "text": "Shopify's WebMCP support for checkout now includes Shop Pay", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The addition of WebMCP support for checkout, including Shop Pay, means these agents can now read the checkout screen, update it, and submit the transaction with the buyer’s authorization", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The addition of WebMCP support for checkout, including Shop Pay, means these agents can now read the checkout screen, update it, and submit the transaction with the buyer's authorization, without relying on screenshots or scraping web pages, the company said.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This lets agents read, update, and submit checkout transactions with buyer authorization", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "means these agents can now read the checkout screen, update it, and submit the transaction with the buyer’s authorization, without relying on screenshots or scraping web pages", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The addition of WebMCP support for checkout, including Shop Pay, means these agents can now read the checkout screen, update it, and submit the transaction with the buyer's authorization, without relying on screenshots or scraping web pages, the company said.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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 }, "negation-02": { "id": "negation-02", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Gallup began formal validation research on synthetic respondents in late 2025.", "outcome": "supported", "sentenceIndex": 0, "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 use statistical models to estimate how different types of consumers are not likely to answer new questions.", "outcome": "background", "sentenceIndex": 1, "type": "background", "reason": "background understanding, hedged", "judges": { "a": { "verdict": "unsupported", "quote": "Rather than representing actual survey participants, synthetic respondents use statistical models to estimate how different types of consumers are likely to answer new questions.", "quoteVerified": false, "source": 1, "fix": "Synthetic respondents use statistical models to estimate how different types of consumers are likely to answer new questions." }, "b": { "verdict": "unsupported", "quote": "Rather than representing actual survey participants, synthetic respondents use statistical models to estimate how different types of consumers are likely to answer new questions.", "quoteVerified": false, "source": 1, "fix": "Synthetic respondents use statistical models to estimate how different types of consumers are likely to answer new questions." } }, "numbersUngrounded": [] }, { "text": "Greenbook's Synthetic Data & Augmented Sample guide outlines principles for assessing the quality of synthetic respondent data.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "As Greenbook's Synthetic Data & Augmented Sample guide explains, quality assessment should include:", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "As Greenbook's Synthetic Data & Augmented Sample guide explains, quality assessment should include:", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect that matters more than it first looks.", "outcome": "opinion", "sentenceIndex": 3, "type": "opinion", "reason": "an opinion or inference, not a factual 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"numbersUngrounded": [] }, { "text": "Synthetic respondents use statistical models to estimate how different types of consumers are likely to answer new questions.", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Rather than representing actual survey participants, synthetic respondents use statistical models to estimate how different types of consumers are likely to answer new questions.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Rather than representing actual survey participants, synthetic respondents use statistical models to estimate how different types of consumers are likely to answer new questions.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Greenbook's Synthetic Data & Augmented Sample guide outlines principles for assessing the quality of synthetic respondent data.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "As Greenbook's Synthetic Data & Augmented Sample guide explains, quality assessment should include:", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "As Greenbook's Synthetic Data & Augmented Sample guide explains, quality assessment should include:", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0212 }, "negation-03": { "id": "negation-03", "flaggedSentences": [ 2, 3, 4 ], "foreignUrls": [], "claims": [ { "text": "Law No. 132 lays down general principles for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Law No. 132, which entered into force in October 2025 and lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Law No. 132 lays down sector-specific rules for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public 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true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Law No. 132 lays down public investment strategies for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Law No. 132, which entered into force in October 2025 and lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The legislative decree will not enter into force by 30 Sept. 2026", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "The legislative decree will enter into 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"b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "132 lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Law No. 132, which entered into force in October 2025 and lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "2026.", "outcome": "corrected", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0241 }, "negation-03-clean": { "id": "negation-03-clean", "flaggedSentences": [ 3 ], "foreignUrls": [], "claims": [ { "text": "Law No. 132 lays down general principles for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Law No. 132, which entered into force in October 2025 and lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Law No. 132 lays down sector-specific rules for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Law No. 132, which entered into force in October 2025 and lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Law No. 132 lays down governance models for AI systems", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment 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true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The legislative decree will enter into force by 30 Sept. 2026", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The legislative decree will enter into force by 30 Sept. 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The legislative decree will enter into force by 30 Sept. 2026.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Article 17 introduces new evidentiary rules", "outcome": "supported", "sentenceIndex": 4, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Particularly noteworthy are the new evidentiary rules introduced by Article 17, which strengthen the principle of accountability.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Particularly 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Companies must be able to demonstrate in concrete terms that their safeguards are functioning correctly, through comprehensive, up-to-date documentation that can be readily produced in the event of a dispute.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "It seems to the author that the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 5, "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": [] }, { "text": "132 lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Law No. 132, which entered into force in October 2025 and lays down general principles, sector-specific rules, governance models and public investment strategies for AI systems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "2026.", "outcome": "contested", "sentenceIndex": 3, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "The legislative decree will enter into force by 30 Sept. 2026.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0242 }, "negation-04": { "id": "negation-04", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "The revamped projects feature in Claude Code allows users to run multiple agents under the same roof", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The revamped projects feature in Claude Code allows users to run multiple agents under the same roof, with a shared memory, goals, and library of files and artifacts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The revamped projects feature in Claude Code allows users to run multiple agents under the same roof", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The feature has a shared memory, goals, and library of files and artifacts", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with a shared memory, goals, and library of files and artifacts", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "with a shared memory, goals, and library of files and artifacts", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each thread is not a Claude Code cloud session working on its own branch and copy of the repo", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "Under the hood, each thread is a Claude Code cloud session working on its own branch and copy of the repo.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "Under the hood, each thread is a Claude Code cloud session working on its own branch and copy of the repo.", "quoteVerified": false, "source": 1, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "The updated projects feature is available in beta starting today", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for “select Claude Pro and Max subscribers,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The beta is for select Claude Pro and Max subscribers", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for “select Claude Pro and Max subscribers,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "available in beta starting today for \"select Claude Pro and Max subscribers,\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0189 }, "negation-04-clean": { "id": "negation-04-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The revamped projects feature in Claude Code allows users to run multiple agents under the same roof", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The revamped projects feature in Claude Code allows users to run multiple agents under the same roof, with a shared memory, goals, and library of files and artifacts.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The revamped projects feature in Claude Code allows users to run multiple agents under the same roof", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The revamped projects feature has a shared memory, goals, and library of files and artifacts", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "with a shared memory, goals, and library of files and artifacts", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The revamped projects feature in Claude Code allows users to run multiple agents under the same roof, with a shared memory, goals, and library of files and artifacts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each thread is a Claude Code cloud session working on its own branch and copy of the repo", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "each thread is a Claude Code cloud session working on its own branch and copy of the repo", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Under the hood, each thread is a Claude Code cloud session working on its own branch and copy of the repo.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The updated projects feature is available in beta starting today", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for “select Claude Pro and Max subscribers,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for \"select Claude Pro and Max subscribers,\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The updated projects feature is available for select Claude Pro and Max subscribers", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for “select Claude Pro and Max subscribers,”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The updated projects feature is available in beta starting today for \"select Claude Pro and Max subscribers,\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0187 }, "negation-05": { "id": "negation-05", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "The article identifies three main failure modes in large prompts: obscured blast radius, copy-paste drift, and deferred runtime errors", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "We typically see three main failure modes when prompts grow beyond a certain size: Obscured blast radius... Copy-paste drift... Deferred runtime errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "We typically see three main failure modes when prompts grow beyond a certain size: Obscured blast radius: ... Copy-paste drift: ... Deferred runtime errors:", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A transpiler cannot resolve template imports to generate a fully rendered artifact ready to be ingested by an agent", "outcome": "corrected", "sentenceIndex": 1, "type": "background", "reason": "background stated as fact with no source and no hedge", "judges": { "a": { "verdict": "unsupported", "quote": "We can then use a transpiler to resolve the template imports to generate a file that is ready to be ingested by an agent.", "quoteVerified": false, "source": 1, "fix": "CUT" }, "b": { "verdict": "overstated", "quote": "We can then use a transpiler to resolve the template imports to generate a file that is ready to be ingested by an agent.", "quoteVerified": false, "source": 1, "fix": "A transpiler can resolve template imports to generate a fully rendered artifact ready to be ingested by an agent" } }, "numbersUngrounded": [] }, { "text": "CI pipelines can regenerate a transpiled prompt from source, called the golden file", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can set your CI pipelines to be able to regenerate the transpiled prompt from source (referred to as the golden file) and compare it against the currently committed artifact.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can set your CI pipelines to be able to regenerate the transpiled prompt from source (referred to as the golden file)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "CI pipelines can compare the regenerated golden file against the committed artifact to catch drift", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can set your CI pipelines to be able to regenerate the transpiled prompt from source (referred to as the golden file) and compare it against the currently committed artifact. If the outputs differ, the build fails.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "compare it against the currently committed artifact. If the outputs differ, the build fails. This ensures that the code in your repo is exactly what's running in production, eliminating the gap between source files and deployed artifacts.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I 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": 0.0213 }, "negation-05-clean": { "id": "negation-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The article identifies three main failure modes in large prompts: obscured blast radius, copy-paste drift, and deferred runtime errors.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "We typically see three main failure modes when prompts grow beyond a certain size:", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "We typically see three main failure modes when prompts grow beyond a certain size: Obscured blast radius: In standard software engineering, it's easy for reviewers to reason about the scope of a change through module boundaries, call sites, and tests. System prompt diffs are harder though. Adding a sentence could have unintended side effects across the entire agent, which is often hard to predict or test. Copy-paste drift: As organizations scale, many teams end up duplicating shared logic for various applications such as internal service usage instructions, PII handling, safety policies, or escalation protocols. This leads to copy-pasting or multiple versions of the same functionality leading to inconsistencies. Deferred runtime errors: To manage the sprawl, teams often resort to ad-hoc string formatting or simple templates. While this helps with authoring, it pushes error detection to runtime.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "A transpiler can resolve template imports to generate a fully rendered artifact ready to be ingested by an agent.", "outcome": "supported", "sentenceIndex": 1, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "We can then use a transpiler to resolve the template imports to generate a file that is ready to be ingested by an agent.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "We can then use a transpiler to resolve the template imports to generate a file that is ready to be ingested by an agent.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "CI pipelines can regenerate a transpiled prompt from source, called the golden file.", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can set your CI pipelines to be able to regenerate the transpiled prompt from source (referred to as the golden file) and compare it against the currently committed artifact.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This also enables drift checking. You can set your CI pipelines to be able to regenerate the transpiled prompt from source (referred to as the golden file) and compare it against the currently committed artifact.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "CI pipelines can compare the regenerated transpiled prompt against the committed artifact to catch drift.", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "compare it against the currently committed artifact. If the outputs differ, the build fails.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can set your CI pipelines to be able to regenerate the transpiled prompt from source (referred to as the golden file) and compare it against the currently committed artifact. If the outputs differ, the build fails.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I 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": 0.0212 }, "negation-06": { "id": "negation-06", "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": "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 - this claim contradicts the source" } }, "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": "Agent Anomaly Detection is currently in Private Preview for teams deploying agents on the Gemini Enterprise Agent Platform with ADK 1.2 or later.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection is currently in Private Preview for teams deploying agents on the Gemini Enterprise Agent Platform with ADK 1.2 or later.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection is currently in Private Preview for teams deploying agents on the Gemini Enterprise Agent Platform with ADK 1.2 or later.", "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 - the author makes no suspicion; the source describes technical features and analysis" } }, "numbersUngrounded": [] } ], "costUsd": 0.0291 }, "negation-06-clean": { "id": "negation-06-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 detectors 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 detectors 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 detectors 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 detectors 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": "Agent Anomaly Detection is currently in Private Preview for teams deploying agents on the Gemini Enterprise Agent Platform with ADK 1.2 or later.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Agent Anomaly Detection is currently in Private Preview for teams deploying agents on the Gemini Enterprise Agent Platform with ADK 1.2 or later.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agent Anomaly Detection is currently in Private Preview for teams deploying agents on the Gemini Enterprise Agent Platform with ADK 1.2 or later.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0295 }, "negation-07": { "id": "negation-07", "flaggedSentences": [ 1 ], "foreignUrls": [], "claims": [ { "text": "On Thursday, Anthropic's Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On Thursday, Anthropic’s Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other in the wild.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On Thursday, Anthropic's Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other in the wild.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "According to the paper, Mythos 5 had not the highest rates, 98%, of settling conflicts by truce.", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce.", "quoteVerified": false, "source": 1, "fix": "Mythos 5 had the highest rates (98%) of settling conflicts by truce." }, "b": { "verdict": "unsupported", "quote": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce.", "quoteVerified": false, "source": 1, "fix": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce." } }, "numbersUngrounded": [] }, { "text": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed its agents worked together to find exploits.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company’s cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company's cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI revealed its agents worked together before hacking Hugging Face.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company’s cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company's cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0264 }, "negation-07-clean": { "id": "negation-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "On Thursday, Anthropic's Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other.", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "On Thursday, Anthropic’s Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other in the wild.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "On Thursday, Anthropic's Frontier Red Team published new research examining how groups of AI agents behave when they encounter each other in the wild.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "According to the paper, Mythos 5 had the highest rates of settling conflicts by truce", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Mythos 5's rate of settling conflicts by truce was 98%", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "According to the paper, Mythos 5 had the highest rates (98%) of settling conflicts by truce.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Earlier this month the Black Hat security conference was held in Las Vegas", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas,", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company's cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI revealed its agents worked together to find exploits", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company’s cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company's cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI's agents hacked Hugging Face", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company’s cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Earlier this month at the Black Hat security conference in Las Vegas, OpenAI revealed that weeks before its agents hacked Hugging Face, they worked together over the course of days and weeks to find exploits in the company's cybersecurity evaluation systems and share them with each other.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.028 }, "negation-08": { "id": "negation-08", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Gemini 3.8 Live with Live Avatar is not available 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"quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Live Avatar features native multilingual speech-to-speech synchronization", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Live Avatar features native multilingual speech-to-speech synchronization.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Live Avatar features native multilingual speech-to-speech synchronization.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Live Avatar can seamlessly transition across 97 languages without degrading video fidelity", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "can seamlessly transition across 97 languages without degrading video fidelity or introducing visual drift", "quoteVerified": true, 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"supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "can seamlessly transition across 97 languages without degrading video fidelity or introducing visual drift", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The feature dynamically adapts its lip-sync and expressions and can seamlessly transition across 97 languages without degrading video fidelity or introducing visual drift.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Live Avatar has asynchronous tool calling", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "With asynchronous tool calling, Live Avatar can trigger tool calls and fetch data in the background while continuing active dialogue", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "With 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"at the HHMI Janelia Research Campus in Ashburn, Virginia", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "at the HHMI Janelia Research Campus in Ashburn, Virginia", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic says MHS will reduce weeks or months of exacting experimental setup down to hours or minutes", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "The standardized system could reduce weeks or months of exacting experimental setup down to “hours or minutes,” Anthropic writes.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "could reduce weeks or months of exacting experimental setup down to \"hours or minutes,\"", "quoteVerified": false, "source": 1, "fix": "Anthropic says MHS could reduce weeks or months of exacting experimental setup 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"quote": "work through an experiment on memory formation in the brain at the HHMI Janelia Research Campus in Ashburn, Virginia", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "observing neuroscientist Arco Bast work through an experiment on memory formation in the brain at the HHMI Janelia Research Campus in Ashburn, Virginia.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Anthropic says MHS could reduce weeks or months of exacting experimental setup down to hours or minutes", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The standardized system could reduce weeks or months of exacting experimental setup down to “hours or minutes,” Anthropic writes.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The standardized system could reduce weeks or months of exacting 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"fix": "" }, "b": { "verdict": "supported", "quote": "MCP requires OpenAPI 3.0.x or 3.1.x; OpenAPI 2.0 is not supported", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each exposed operation in the OpenAPI spec needs a backend", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each exposed operation needs a backend and a non-empty description.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each exposed operation needs a backend and a non-empty description", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each exposed operation in the OpenAPI spec needs a non-empty description", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each exposed operation needs a backend and a non-empty 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"verdict": "supported", "quote": "Each exposed operation needs a backend and a non-empty description.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Each exposed operation in the OpenAPI spec needs a non-empty description", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Each exposed operation needs a backend and a non-empty description.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Each exposed operation needs a backend and a non-empty description.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "An LLM relies on that description to decide when to call the tool", "outcome": "supported", "sentenceIndex": 2, "type": "background", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "A tool's description is the primary signal an LLM uses to decide when to 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"event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "OpenAI pauses training of its 'most capable models'", "quoteVerified": false, "source": 1, "fix": "OpenAI paused training of its most capable (not all) models" }, "b": { "verdict": "overstated", "quote": "the company has made the decision to pause training of its most powerful models", "quoteVerified": false, "source": 1, "fix": "paused training of its most powerful models (not all powerful models)" } }, "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 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"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 with tool-use remained paused", "outcome": "supported", "sentenceIndex": 1, "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": 1, "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": "OpenAI revealed on Friday that its agents had inappropriately uploaded 53 images from ChatGPT users to image-hosting sites", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI revealed on Friday that its agents had inappropriately uploaded 53 images from ChatGPT users to image-hosting sites", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI revealed on Friday that its agents had inappropriately 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models'" }, "b": { "verdict": "overstated", "quote": "Then in July, while being evaluated for their cybersecurity abilities, some models created a new message board.", "quoteVerified": false, "source": 1, "fix": "In July, while being evaluated for cybersecurity abilities, some models created a new message board." } }, "numbersUngrounded": [] }, { "text": "Eric Wallace is a member of OpenAI's alignment research team.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "says Eric Wallace, a member of OpenAI’s alignment research team.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "says Eric Wallace, a member of OpenAI's alignment research team.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Eric Wallace said worrisome evaluation-time behaviors had associated behaviors during training that likely contributed to them.", 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{ "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] } ], "costUsd": 0.0237 }, "quantifier-06": { "id": "quantifier-06", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Developers always enable this feature today by setting their API configuration to \"agentic\" in Google AI Studio", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "Developers can enable this feature today by setting their API configuration to \"agentic\" in Google AI Studio." }, "b": { "verdict": "unsupported", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "Developers can enable this feature today by setting their API configuration to \"agentic\" in Google AI Studio" } }, "numbersUngrounded": [] }, { "text": "Developers always enable this feature today by setting their API configuration to \"agentic\" in the Gemini Enterprise Agent Platform", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "Developers can enable this feature today by setting their API configuration to \"agentic\" in the Gemini Enterprise Agent Platform." }, "b": { "verdict": "unsupported", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": false, "source": 1, "fix": "Developers can enable this feature today by setting their API configuration to \"agentic\" in the Gemini Enterprise Agent Platform" } }, "numbersUngrounded": [] }, { "text": "Static video processing currently ingests video at a fixed default rate of 1 frame per second", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "where the model ingests the video at a fixed frames-per-second rate (default 1 FPS, adjustable via API)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Unlike current 'static' processing, where the model ingests the video at a fixed frames-per-second rate (default 1 FPS, adjustable via API)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The default rate of 1 frame per second is adjustable via the API", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "default 1 FPS, adjustable via API", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Unlike current 'static' processing, where the model ingests the video at a fixed frames-per-second rate (default 1 FPS, adjustable via API)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic video understanding uses standard Gemini API token pricing", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "There is no additional feature fee for developers for agentic video understanding", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author's guess is 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": 0.0266 }, "quantifier-06-clean": { "id": "quantifier-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Developers can enable this feature today by setting their API configuration to \"agentic\"", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This can be done in Google AI Studio or the Gemini Enterprise Agent Platform", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can start using this today by setting your API configuration to \"agentic\" in Google AI Studio or the Gemini Enterprise Agent Platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Static video processing currently ingests video at a fixed default rate of 1 frame per second", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the model ingests the video at a fixed frames-per-second rate (default 1 FPS, adjustable via API)", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Unlike current 'static' processing, where the model ingests the video at a fixed frames-per-second rate (default 1 FPS, adjustable via API)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This default rate is adjustable via the API", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "default 1 FPS, adjustable via API", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Unlike current 'static' processing, where the model ingests the video at a fixed frames-per-second rate (default 1 FPS, adjustable via API)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic video understanding uses standard Gemini API token pricing", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "There is no additional feature fee for developers for agentic video understanding", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It uses standard Gemini API token pricing with no additional feature fee.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author's guess is 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": 0.0231 }, "quantifier-07": { "id": "quantifier-07", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "OpenAI agents breached Hugging Face this summer while trying to complete a cybersecurity task", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "this was the first and all prominent example of this kind of incident", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": false, "source": 1, "fix": "This was the first and most prominent example of this kind of incident." }, "b": { "verdict": "overstated", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task. And the hits keep on coming", "quoteVerified": false, "source": 1, "fix": "this was the first and most prominent example of this kind of incident" } }, "numbersUngrounded": [] }, { "text": "Nvidia listed dozens of companies supporting the effort", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Nvidia listed dozens of companies that have signed on to support the effort and use the open source platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Nvidia listed dozens of companies that have signed on to support the effort and use the open source platform", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "the companies listed include Anthropic, Arm, Microsoft, Oracle, and SpaceX", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including Anthropic, Arm, Microsoft, Oracle, and SpaceX", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Nvidia listed dozens of companies that have signed on to support the effort and use the open source platform, including Anthropic, Arm, Microsoft, Oracle, and SpaceX.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI is not listed as a participant", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI is not listed as a participating company.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI is not listed as a participating company.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Nvidia released NemoClaw in March", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw, an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "NemoClaw is an enterprise-grade AI agent platform", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw, an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "NemoClaw is Nvidia's own version of OpenClaw that baked in security", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw, an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": 0.0289 }, "quantifier-07-clean": { "id": "quantifier-07-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "OpenAI agents breached Hugging Face this summer while trying to complete a cybersecurity task", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This was the first and most prominent example of this kind of incident", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "The first and most prominent example occurred this summer when OpenAI agents breached Hugging Face while trying to complete a cybersecurity task.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Nvidia listed dozens of companies supporting the effort", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Nvidia listed dozens of companies that have signed on to support the effort and use the open source platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Nvidia listed dozens of companies that have signed on to support the effort and use the open source platform, including Anthropic, Arm, Microsoft, Oracle, and SpaceX.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The companies listed include Anthropic, Arm, Microsoft, Oracle, and SpaceX", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "including Anthropic, Arm, Microsoft, Oracle, and SpaceX", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Nvidia listed dozens of companies that have signed on to support the effort and use the open source platform, including Anthropic, Arm, Microsoft, Oracle, and SpaceX.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI is not listed as a participant", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI is not listed as a participating company.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI is not listed as a participating company.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Nvidia released NemoClaw in March", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw, an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "NemoClaw is an enterprise-grade AI agent platform", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw, an enterprise-grade AI agent platform and its own version of OpenClaw that baked in security.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "NemoClaw is Nvidia's own version of OpenClaw that baked in security", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In March, Nvidia released NemoClaw , an enterprise-grade AI agent platform and its own version of 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products", "outcome": "corrected", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "nearly 40 different conformant C2PA-enabled Google products", "quoteVerified": false, "source": 1, "fix": "The same code powering Credentio has scaled to nearly 40 different conformant C2PA-enabled Google products" }, "b": { "verdict": "overstated", "quote": "the same code that has powered nearly 40 different conformant C2PA-enabled Google products", "quoteVerified": false, "source": 1, "fix": "The code has powered nearly 40 different products, not exactly 40" } }, "numbersUngrounded": [] }, { "text": "This code has generated tens of billions of assets", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "scale to tens of billions of generated assets", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the same code that has powered nearly 40 different conformant C2PA-enabled Google products 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 is now available as an open-source project", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Credentio is now available as an open-source project.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Credentio is now available as an open-source project", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio's repository is accessible at mediaprovenance.googlesource.com", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can access the repository today at mediaprovenance.googlesource.com", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can access the repository today at mediaprovenance.googlesource.com", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google plans to expand Credentio beyond validation by introducing capabilities to generate Content Credentials", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials and seamlessly embed them directly into media files.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google plans to introduce capabilities to embed Content Credentials directly into media files", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials and seamlessly embed them directly into media files.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials and seamlessly embed them directly into media files", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I 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": 0.022 }, "quantifier-08-clean": { "id": "quantifier-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The same code powering Credentio has scaled to nearly 40 different conformant C2PA-enabled Google products", "outcome": "supported", "sentenceIndex": 0, "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 to scale to tens of billions of generated assets", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This code has generated tens of billions of assets", "outcome": "supported", "sentenceIndex": 0, "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": "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": "" } }, "numbersUngrounded": [] }, { "text": "Credentio is now available as an open-source project", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Credentio is now available as an open-source project.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Credentio is now available as an open-source project", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Credentio's repository is accessible at mediaprovenance.googlesource.com", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "You can access the repository today at mediaprovenance.googlesource.com .", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "You can access the repository today at mediaprovenance.googlesource.com", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Google plans to expand Credentio beyond validation", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we plan to expand Credentio beyond validation—introducing full capabilities to generate Content Credentials and seamlessly embed 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"verdict": "supported", "quote": "Mistral today announced that it has raised €3 billion in a Series D funding round", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The round was at a post-money valuation of more than €21 billion", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "at a post-money valuation of more than €21 billion", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "at a post-money valuation of more than €21 billion", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This marks the largest equity fundraising round ever completed by a European technology company", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the largest equity fundraising round ever completed by a European 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"fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "Samsung Electronics led the round", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Samsung Electronics led the round", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Samsung Electronics led the round", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Scaleup Europe Fund joined as a co-lead", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT, and existing investor PSG Equity", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "joined by co-leads Scaleup Europe Fund", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Scaleup Europe Fund is managed by EQT", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Scaleup Europe Fund, managed by EQT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "PSG Equity is an existing investor that joined as a co-lead", "outcome": "contested", "sentenceIndex": 3, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT, and existing investor PSG Equity", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT, and existing investor PSG Equity", "quoteVerified": false, "source": 1, "fix": "PSG Equity is an existing investor that joined, but not as a co-lead" } }, "numbersUngrounded": [] }, { "text": "I would expect others to follow quickly", "outcome": "opinion", "sentenceIndex": 4, "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": 0.0242 }, "unsourced_claim-06-clean": { "id": "unsourced_claim-06-clean", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Mistral raised €3 billion in a Series D funding round", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Mistral today announced that it has raised €3 billion in a Series D funding round", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Mistral today announced that it has raised €3 billion in a Series D funding round", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The round was at a post-money valuation of more than €21 billion", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "at a post-money valuation of more than €21 billion", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "raised €3 billion in a Series D funding round at a post-money valuation of more than €21 billion", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This marks the largest equity fundraising round ever completed by a European technology company", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "the largest equity fundraising round ever completed by a European technology company", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "the largest equity fundraising round ever completed by a European technology company", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This round happened three years after the company's launch", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "three years after the company's launch", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "three years after the company's launch", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Samsung Electronics led the round", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Samsung Electronics led the round", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Samsung Electronics led the round", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Scaleup Europe Fund joined as a co-lead", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT, and existing investor PSG Equity", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT, and existing investor PSG Equity", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Scaleup Europe Fund is managed by EQT", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Scaleup Europe Fund, managed by EQT", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "co-leads Scaleup Europe Fund, managed by EQT", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "PSG Equity is an existing investor and joined as a co-lead", "outcome": "contested", "sentenceIndex": 2, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT, and existing investor PSG Equity", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "unsupported", "quote": "joined by co-leads Scaleup Europe Fund, managed by EQT, and existing investor PSG Equity", "quoteVerified": false, "source": 1, "fix": "PSG Equity is an existing investor but was not identified as a co-lead in the source" } }, "numbersUngrounded": [] }, { "text": "I 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": 0.0233 }, "unsourced_claim-07": { "id": "unsourced_claim-07", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Akuity Inc. today introduced Agentic Control Plane", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Akuity Inc. today introduced Agentic Control Plane, a layer that lets artificial intelligence agents read its pipeline data and act on it under the permissions the platform already enforces.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Software delivery platform company Akuity Inc. today introduced Agentic Control Plane, a layer that lets artificial intelligence agents read its pipeline data and act on it under the permissions the platform already enforces.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic Control Plane is a layer that lets AI agents read its pipeline data and act under existing platform permissions", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a layer that lets artificial intelligence agents read its pipeline data and act on it under the permissions the platform already enforces", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Agentic Control Plane, a layer that lets artificial intelligence agents read its pipeline data and act on it under the permissions the platform already enforces.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Akuity co-founder and Chief Executive Hong Wang said agents have moved past writing code into how infrastructure changes get delivered and promoted to production", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Akuity co-founder and Chief Executive Hong Wang said agents have moved past writing code and into “how infrastructure changes get delivered and promoted to production.”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Akuity co-founder and Chief Executive Hong Wang said agents have moved past writing code and into \"how infrastructure changes get delivered and promoted to production.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Independent testing at a major university confirmed the result last month", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "Lead Edge Capital led a $20 million Series A for Akuity in 2022", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Lead Edge Capital led a $20 million Series A for the company in 2022", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Lead Edge Capital led a $20 million Series A for the company in 2022.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "AI automations landed on the platform last September", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "AI automations landed on the platform last 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"Software delivery platform company Akuity Inc. today introduced Agentic Control Plane", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Software delivery platform company Akuity Inc. today introduced Agentic Control Plane", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Agentic Control Plane is a layer that lets AI agents read its pipeline data and act under existing platform permissions", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "a layer that lets artificial intelligence agents read its pipeline data and act on it under the permissions the platform already enforces", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "a layer that lets artificial intelligence agents read its pipeline data and act on it under the permissions the platform already enforces", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Hong Wang is Akuity co-founder and Chief Executive", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Akuity co-founder and Chief Executive Hong Wang", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Akuity co-founder and Chief Executive Hong Wang", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Hong Wang said agents have moved past writing code into how infrastructure changes get delivered and promoted to production", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "agents have moved past writing code and into “how infrastructure changes get delivered and promoted to production.”", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "agents have moved past writing code and into \"how infrastructure changes get delivered and promoted to production.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Lead Edge Capital led a $20 million Series A for Akuity in 2022", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Lead Edge Capital led a $20 million Series A for the company in 2022", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Lead Edge Capital led a $20 million Series A for the company in 2022", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "AI automations landed on the platform last September", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "AI automations landed on the platform last September", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "AI automations landed on the platform last September", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0225 }, "unsourced_claim-08": { "id": "unsourced_claim-08", "flaggedSentences": [ 2 ], "foreignUrls": [], "claims": [ { "text": "Clem Delangue is the founder and CEO of Hugging Face", "outcome": "supported", "sentenceIndex": 0, "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 sold Hugging Face to Nvidia for $12.9 billion", "outcome": "supported", "sentenceIndex": 0, "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": "" } }, "numbersUngrounded": [] }, { "text": "The sale happened earlier this month", "outcome": "supported", "sentenceIndex": 0, "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": "" } }, "numbersUngrounded": [] }, { "text": "Nvidia's hardware monitoring component is called Sentry", "outcome": "supported", "sentenceIndex": 1, "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": 1, "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": "The change was made after pressure from a group of large institutional investors", "outcome": "corrected", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" }, "b": { "verdict": "unsupported", "quote": "", "quoteVerified": false, "source": 0, "fix": "CUT" } }, "numbersUngrounded": [] }, { "text": "OpenAI is working with Nvidia on agent security", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI is working with Nvidia on agent security, including on one of the key bits of software that’s part of this platform: OpenShell.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI is working with Nvidia on agent security, including on one of the key bits of software that's part of this platform: OpenShell.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This includes open source software called OpenShell", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenShell is open source software that creates a sandbox specifically designed to keep agents from escaping.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI is working with Nvidia on agent security, including on one of the key bits of software that's part of this platform: OpenShell.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenShell creates a sandbox to keep agents from escaping", "outcome": "supported", "sentenceIndex": 3, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenShell is open source software that creates a sandbox specifically designed to keep agents from escaping.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenShell is open source software that creates a sandbox specifically designed to keep agents from escaping.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "It seems to me the second-order effects are the interesting part", "outcome": "opinion", "sentenceIndex": 4, "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": 0.0288 }, "unsourced_claim-08-clean": { "id": "unsourced_claim-08-clean", "flaggedSentences": [ 0 ], "foreignUrls": [], "claims": [ { "text": "Clem Delangue is Hugging Face founder and CEO", "outcome": "contested", "sentenceIndex": 0, "type": "event_fact", "reason": "the two judges disagreed", "judges": { "a": { "verdict": "supported", "quote": "Hugging Face founder and CEO Clem Delangue", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "overstated", "quote": "Hugging Face founder and CEO Clem Delangue (who just sold his company to Nvidia for $12.9 billion earlier this month )", "quoteVerified": false, "source": 1, "fix": "Clem Delangue is Hugging Face founder and CEO (but note he sold the company and the article suggests he is no longer in that role)" } }, "numbersUngrounded": [] }, { "text": "Clem Delangue sold his company to Nvidia", "outcome": "supported", "sentenceIndex": 0, "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": "" } }, "numbersUngrounded": [] }, { "text": "The sale price was $12.9 billion", "outcome": "supported", "sentenceIndex": 0, "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": "" } }, "numbersUngrounded": [] }, { "text": "The sale happened earlier this month", "outcome": "supported", "sentenceIndex": 0, "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": "" } }, "numbersUngrounded": [] }, { "text": "Nvidia has a hardware monitoring component called Sentry", "outcome": "supported", "sentenceIndex": 1, "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": 1, "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": "OpenAI is working with Nvidia on agent security", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenAI is working with Nvidia on agent security, including on one of the key bits of software that’s part of this platform: OpenShell.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI is working with Nvidia on agent security, including on one of the key bits of software that's part of this platform: OpenShell.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "This work includes open source software called OpenShell", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenShell is open source software that creates a sandbox specifically designed to keep agents from escaping.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "OpenAI is working with Nvidia on agent security, including on one of the key bits of software that's part of this platform: OpenShell.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenShell creates a sandbox to keep agents from escaping", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "OpenShell is open source software that creates a sandbox specifically designed to keep agents 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}, "numbersUngrounded": [] }, { "text": "In the incident triage example, the agent invokes getServiceMetrics()", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Invokes getServiceMetrics() → identifies 98.5% connection pool saturation.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Invokes getServiceMetrics() → identifies 98.5% connection pool saturation", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "In the incident triage example, the agent identifies 98.5% connection pool saturation as a key finding", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Invokes getServiceMetrics() → identifies 98.5% connection pool saturation.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Invokes 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"supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "we build a financial assistant powered by Gemini 3.8 Flash, via Firebase AI", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In the following example, we build a financial assistant powered by Gemini 3.8 Flash, via Firebase AI.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The example financial assistant app uses Gemini 3.8 Flash via Firebase AI Logic", "outcome": "corrected", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "overstated", "quote": "we build a financial assistant powered by Gemini 3.8 Flash, via Firebase AI", "quoteVerified": false, "source": 1, "fix": "The example app is powered by Gemini 3.8 Flash via Firebase AI." }, "b": { "verdict": "unsupported", "quote": "orchestrate hybrid cloud workflows via Firebase AI Logic", "quoteVerified": false, "source": 1, "fix": "CUT or revise to 'via Firebase AI' as the example actually uses Firebase AI, not Firebase AI Logic" } }, "numbersUngrounded": [] }, { "text": "In the incident triage example, the agent invokes getServiceMetrics()", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Invokes getServiceMetrics() → identifies 98.5% connection pool saturation.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Invokes getServiceMetrics() → identifies 98.5% connection pool saturation.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The agent identifies 98.5% connection pool saturation as a key finding", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Invokes getServiceMetrics() → identifies 98.5% connection pool 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"sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "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": "" }, "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.\" The update will address autonomous AI agents operating across software, networks, and physical systems.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The proposed guide would require developers to restrict agents' access to tools", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Developers would restrict agents’ 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"Developers would restrict agents’ access to tools and maintain tamper-resistant decision logs.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Developers would restrict agents' access to tools and maintain tamper-resistant decision logs.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The proposed guide would require developers to maintain tamper-resistant decision logs.", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Developers would restrict agents’ access to tools and maintain tamper-resistant decision logs.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Developers would restrict agents' access to tools and maintain tamper-resistant decision logs.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Under the proposal, service providers would implement real-time shutdown controls.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Service providers would implement real-time shutdown controls and incident-tracking mechanisms.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Service providers would implement real-time shutdown controls and incident-tracking mechanisms.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Under the proposal, service providers would implement incident-tracking mechanisms.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Service providers would implement real-time shutdown controls and incident-tracking mechanisms.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Service providers would implement real-time shutdown controls and incident-tracking mechanisms.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I think 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": "South Korea has not yet finalized the guide, so its exact requirements and enforcement status remain unclear.", "quoteVerified": false, "source": 1, "fix": "The source says requirements and enforcement status remain unclear because the guide has not been finalized, not that action should be avoided." } }, "numbersUngrounded": [] } ], "costUsd": 0.022 }, "foreign_link-04": { "id": "foreign_link-04", "flaggedSentences": [], "foreignUrls": [ "https://www.wired.com/story/ai-release-this-week/" ], "claims": [ { "text": "DoorDash announced on Wednesday that it's launching a text-to-order AI agent", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash announced on Wednesday that it’s launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DoorDash announced on Wednesday that it's launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "the text-to-order AI agent lets users place orders through Apple Messages", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash announced on Wednesday that it’s launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DoorDash announced on Wednesday that it's launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DoorDash says users can also ask for a specific dish", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash says users can also ask for a specific dish and request a local recommendation.", "quoteVerified": true, "source": 1, "fix": "" }, "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 says users can also request a local recommendation", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash says users can also ask for a specific dish and request a local recommendation.", "quoteVerified": true, "source": 1, "fix": "" }, "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 announced that it will begin testing its delivery drones with select restaurants in Northern California", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash announced that it will begin testing its delivery drones with select restaurants in Northern California.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DoorDash announced that it will begin testing its delivery drones with select restaurants in Northern California.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.018 }, "foreign_link-04-clean": { "id": "foreign_link-04-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "DoorDash announced on Wednesday that it's launching a text-to-order AI agent", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash announced on Wednesday that it’s launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DoorDash announced on Wednesday that it's launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The text-to-order AI agent lets users place orders through Apple Messages", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash announced on Wednesday that it’s launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "it's launching a text-to-order AI agent that lets users place orders through Apple Messages.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "DoorDash says users can also ask for a specific dish", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash says users can also ask for a specific dish and request a local recommendation.", "quoteVerified": true, "source": 1, "fix": "" }, "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 says users can request a local recommendation", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "DoorDash says users can also ask for a specific dish and request a local recommendation.", "quoteVerified": true, "source": 1, "fix": "" }, "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 announced that it will begin testing its delivery drones with select restaurants in Northern California", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In addition to the new AI agent, DoorDash announced that it will begin testing its delivery drones with select restaurants in Northern California.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "DoorDash announced that it will begin testing its delivery drones with select restaurants in Northern California.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I wonder 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": 0.018 }, "foreign_link-05": { "id": "foreign_link-05", "flaggedSentences": [], "foreignUrls": [ "https://www.wired.com/story/ai-release-this-week/" ], "claims": [ { "text": "OpenAI's framework for reporting model misalignment 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": "In Our framework for reporting model misalignment 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 reinforcement learning was working on a task to update an existing HTTP API endpoint with a new feature.", "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 feature", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In one of the observed instances, a model undergoing reinforcement learning was working on a task to update an existing HTTP API endpoint with a new feature.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI noted this behavior occurred in a separate training run from the one used for the final Astra model", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "it occurred in a separate training run rather than the one used for the final Astra model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Although this behavior raised concerns, it occurred in a separate training run rather than the one used for the final Astra model", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI noted this behavior was observed extremely rarely", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "it was observed extremely rarely", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "it was observed extremely rarely.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0168 }, "foreign_link-05-clean": { "id": "foreign_link-05-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "OpenAI's framework for reporting model misalignment 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": "In Our framework for reporting model misalignment 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 reinforcement learning was working on a task to update an existing HTTP API endpoint with a new feature.", "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 feature", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In one of the observed instances, a model undergoing reinforcement learning was working on a task to update an existing HTTP API endpoint with a new feature.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI noted this behavior occurred in a separate training run from the one used for the final Astra model.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "it occurred in a separate training run rather than the one used for the final Astra model", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "Although this behavior raised concerns, it occurred in a separate training run rather than the one used for the final Astra model", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "OpenAI noted this behavior was observed extremely rarely.", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "it was observed extremely rarely", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "it was observed extremely rarely.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "I suspect 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": 0.0169 }, "foreign_link-06": { "id": "foreign_link-06", "flaggedSentences": [], "foreignUrls": [ "https://www.wired.com/story/ai-release-this-week/" ], "claims": [ { "text": "The new feature is made possible by the WhatsApp Business Tools MCP", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI 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"This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The WhatsApp Business Tools MCP connects AI coding agents like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Meta has another MCP server called the Meta Social Technologies MCP", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During setup and configuration, Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can discover API endpoints", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During setup and configuration, Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can search documentation", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During setup and configuration, Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can help troubleshoot errors", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "During setup and configuration, Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author's guess is 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": 0.0275 }, "foreign_link-06-clean": { "id": "foreign_link-06-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "The new feature is made possible by the WhatsApp Business Tools MCP", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The WhatsApp Business Tools MCP is a Model Context Protocol server", "outcome": "supported", "sentenceIndex": 0, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The WhatsApp Business Tools MCP connects AI coding agents like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "This is made possible by the new WhatsApp Business Tools MCP, an MCP (Model Context Protocol) server that directly connects an AI coding agent like Claude, Cursor, Codex, or ChatGPT to the WhatsApp Business Platform.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Meta has another MCP server called the Meta Social Technologies MCP", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can discover API endpoints", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can search documentation", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The Meta Social Technologies MCP can help troubleshoot errors", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "Meta’s other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "During setup and configuration, Meta's other MCP server, Meta Social Technologies MCP, can also be used to discover API endpoints, search documentation, and help troubleshoot errors, the company noted.", "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": 0.0258 }, "foreign_link-07": { "id": "foreign_link-07", "flaggedSentences": [ 2 ], "foreignUrls": [ "https://www.theverge.com/2026/9/ai-model-release-analysis" ], "claims": [ { "text": "Nvidia researchers got Claude Opus 5 to achieve a 100% score on the interactive reasoning benchmark 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": "Without the custom harness, Claude Opus 5 scored only 30%.", "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 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 and discovered that all the models, including frontier ones, filled the documents with errors.", "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": "The research found all 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": "Microsoft published research in April that tested 19 LLMs on long-horizon tasks involving document editing and discovered that all the models, including frontier ones, filled the documents with errors.", "quoteVerified": false, "source": 1, "fix": "The research found that all models, including frontier ones, filled the documents with errors." } }, "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": 0.023 }, "foreign_link-07-clean": { "id": "foreign_link-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": "interactive reasoning benchmark ARC-AGI-3 — a set of 2D games with no instructions, where the model has to figure out 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"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 models produced errors", "outcome": "contested", "sentenceIndex": 2, "type": 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"foreign_link-08": { "id": "foreign_link-08", "flaggedSentences": [], "foreignUrls": [ "https://techcrunch.com/2026/09/12/lab-announces-new-pricing/" ], "claims": [ { "text": "Almeida left OpenAI two years ago", "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": "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 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"fix": "" }, "b": { "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": "" } }, "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, or what the company calls \"calibrated decisions.\"", "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": "It doesn't output text, but instead produces probabilities, or what the company calls \"calibrated decisions.\"", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Bryo AI CTO Nikhil Mudholkar found Gemini slightly more accurate than Jev for classifying business emails", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Bryo AI CTO Nikhil Mudholkar found Gemini 10 to 20 times more expensive than Jev for classifying business emails", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "My guess is 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": "" } }, "numbersUngrounded": [] } ], "costUsd": 0.0282 }, "foreign_link-08-clean": { "id": "foreign_link-08-clean", "flaggedSentences": [], "foreignUrls": [], "claims": [ { "text": "Almeida left OpenAI two years ago", "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": "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 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"quote": "the company released a new transformer-based model, Jev, that is not a large language model (LLM)", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Jev does not output text", "outcome": "supported", "sentenceIndex": 1, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "It doesn’t output text, but instead produces probabilities", "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": "Jev 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", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "It doesn't 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slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "Bryo AI CTO Nikhil Mudholkar found Gemini 10 to 20 times more expensive than Jev", "outcome": "supported", "sentenceIndex": 2, "type": "event_fact", "reason": null, "judges": { "a": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" }, "b": { "verdict": "supported", "quote": "In his test, Gemini was slightly more accurate, but 10 to 20 times more expensive.", "quoteVerified": true, "source": 1, "fix": "" } }, "numbersUngrounded": [] }, { "text": "The author's guess is that 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": 0.0293 } } }