AI Actor Feedback Loops

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  "summary": "A structured causal graph framework mapping seven feedback loops between AI labs, governments, investors, talent, and open-source communities, finding that racing dynamics, regulatory lag, and shareholder incentives are predominantly destabilizing and systematically outpace governance responses. The framework is analytically useful for identifying intervention points but relies on rough quantitative estimates and does not generate specific outcome predictions.",
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