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#artificial intelligence Preprint Oct 2026

Auditing Action Settlement in LLM Agent Environments: Order, Progress, and Replay

Concurrent actions in large language model (LLM) agent environments require arbitration even when each proposal is individually valid. We implement a typed snapshot-settlement contract and audit three distinct properties: order sensitivity, useful progress, and replay consistency. Five settlement policies are tested in...

Hao-Tian Chen, Bo-Wen Ye, Yu-Ning Zhang et al. · 0 citations

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