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arXiv — cs.AI

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The AI Risk Observatory: What Can We Learn from AI Disclosures in Annual Reports About Societal Resilience?

Societal resilience research relies on access to useful and actionable data, which motivates our main research question: Can annual reports, processed at scale with LLMs, provide a useful signal about how companies disclose their response to AI? We test this by applying a…

arXiv — cs.AIBy: Bart JaworskiOctober 5, 2026 (Oct 5)
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  • Societal resilience research relies on access to useful and actionable data, which motivates our main research question: Can annual reports, processed at scale with LLMs, provide a useful signal about how companies disclose their response to AI
  • We test this by applying a…
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The AI Risk Observatory: What Can We Learn from AI Disclosures in Annual Reports About Societal Resilience?

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