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AI Agent Evidence Checklist

When an AI or agentic system is held up in a security, procurement, or audit review, "here is what it did" logs often don't settle the reviewer's real question. This is what a reviewer can require, and a vendor should be able to answer.

  1. Approved scope — the data, tools, and actions the agent was authorized to use, defined before execution.
  2. Participating agents / workers — which agents acted, and under whose authority.
  3. Human approval — where it was required, and that it was obtained.
  4. Out-of-scope non-reachability — whether the agent could have acted outside the approved scope, not merely that it did not this time.
  5. Tamper-evidence — that these records cannot be altered after the fact without detection.
  6. Independent verifiability — that a party who trusts neither the agent nor its operator can check the above.

Items 4 and 6 are the hard ones: positive logs and self-attestation do not satisfy them. They need a negative ("could not have") and an independent check.

What this is, and isn't

This is an open checklist, offered for discussion. It is not a standard, a product, or a compliance claim. It does not define how to satisfy any item, in particular 4 and 6, which are deliberately left open. It makes no claim of conformance to any framework (EU AI Act, ISO/IEC 42001, SOC 2, NIST).

Issues and pull requests welcome.


Maintained by Tatsuhiko Nagoshi (AgentGymLeader). Licensed under CC BY 4.0.

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An open checklist of the evidence a reviewer can require before accepting AI agent work.

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