Evidence-Guided Recovery for AI Agents with Ambiguous Tool Outcomes and Partial Execution.

arXiv:2610.41453v1 Announce Type: new Abstract: Tool timeouts can leave AI agents facing ambiguous tool outcomes and partial execution: an action may have failed, committed or remained in flight while other workflow steps have already completed. We formulate e