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

> 全文为英语

**Published:** 2026年10月5日
**Author:** Bart Jaworski
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/zh/articles/the-ai-risk-observatory-what-can-we-learn-from-ai-disclosures-in-annual

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…

> 内容来自原始来源： **arXiv — cs.AI**
> [在 arXiv — cs.AI 阅读全文](https://arxiv.org/abs/2610.02281)

**标签：** #arXiv

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