AIBearisharXiv – CS AI · 9h ago7/10
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The Accountability Horizon: An Impossibility Theorem for Governing Human-Agent Collectives
Researchers prove mathematically that autonomous AI systems create structural accountability gaps that cannot be resolved through transparency or oversight alone. Once AI autonomy exceeds a specific threshold in human-agent collectives, no accountability framework can simultaneously satisfy four core principles: attributability, foreseeability, non-vacuity, and completeness—establishing the first formal impossibility result in AI governance.