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Agent Behavioral Contracts II: Certifying Compositional Reliability Without Assuming Independence

arXiv cs.AI · 2026-08-14 Cached

This paper tests the independence assumption underlying compositional reliability bounds for multi-agent systems, finding that same-model agents co-fail at high rates and that common certificates are unsound. It proposes a finite-sample, dependence-free certificate via linear programming over co-execution moments, validated on 18,000 missions.

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