AIBearisharXiv – CS AI · 6h ago6/10
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Bistable by Construction: Wall-Clock-Calibrated State Monitors Have No Moment-Detection Regime at Agent Cadence
Researchers identified and corrected a critical flaw in runtime monitoring systems for autonomous agents, revealing that wall-clock-calibrated state monitors exhibit a bistable failure mode with no effective middle ground for detecting behavioral anomalies. The study demonstrates that monitoring dynamics must match the temporal characteristics of agent action streams to function properly, with implications for safety-critical AI deployment.