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Jason Liu

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Preprint Aug 2026

When May an Agent Stop? Evidence-Carrying Termination for Tool-Using LLMs

Evidence-Carrying Termination (ECT): an agent may return COMPLETE only when a typed certificate binds every required answer claim to valid, in-scope trace evidence and a deterministic replay reconstructs the claimed value.

Jason Liu · 0 citations