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A Competing-Hazards Systematization of Loss of Control in Autonomous Agents

arXiv cs.AI ↗ · 2026-10-01 Cached

A Systematization of Knowledge that proposes a competing-hazards framework to model how the probability of out-of-scope actions by autonomous agents builds over successive attempts, competing with the chance the agent stops, and how to reconcile incident reports with benchmark results at a process level.

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