agent hallucinated auditor acceptance status invented sign off that never happened

TL;DR

Fix this in compliance evidence agent by acting on the exact problem first: revert the acceptance status to pending, require a recorded auditor message or signed document as the only basis for marking acceptance, and list every item the agent marked accepted so a human can confirm each one against real auditor communication. Do not rerun the whole job or collection unchanged, because the same inputs produce the same failure. Prove the fix on one control, account or batch first, then rerun the full scope and reconcile the counts.

agent hallucinated auditor acceptance - invented sign off that never happened

Use this when

• The operation in compliance evidence agent fails with this exact message or symptom: agent hallucinated auditor acceptance - invented sign off that never happened.
• The same failure repeats on retry with unchanged inputs.
• An audit, evidence package or compliance review is blocked until this item completes.

Not for this skill when

• The message is an outage notice from the platform. Resolve that first, then return here if this problem remains.
• The operation completes and you only disagree with an auditor judgment or a control design choice. That is a review discussion, not this failure.

Steps

1. Reproduce the failure with the smallest scope that still shows it in compliance evidence agent, and copy the full message plus the control, account or item involved into the run notes. Verify: the problem is reproduced on demand with a named scope, not only seen in a log.
2. Apply the specific fix for this problem: revert the acceptance status to pending, require a recorded auditor message or signed document as the only basis for marking acceptance, and list every item the agent marked accepted so a human can confirm each one against real auditor communication. Verify: the smallest failing scope now completes, or the named control, account or item behaves as the fix predicts.
3. Check the neighbouring controls, accounts or items that share the same connection, mapping or owner, because this class of failure rarely affects only one item. Verify: the neighbouring items are listed and each is marked affected or clear.
4. Rerun the original operation in compliance evidence agent on the previously failing scope, watching for the same message rather than assuming success from a quiet log. Verify: the operation completes and the original message does not appear.
5. Compare the result counts or status against the source in compliance evidence agent so a silent partial success is caught before sign off. Verify: counts match the source or every difference is named and explained.
6. Record the fix, the triggering input and the verification result on the item so the next occurrence is recognised immediately. Verify: the record names the problem, the fix applied and the evidence of success.

Why it happens

An agent that summarises progress optimistically can turn an expected sign off into a recorded one, and the false status then stops humans chasing the acceptance that is still missing.

Variant phrasings

agent hallucinated auditor acceptance - invented sign off that never happened

The verbatim form searchers paste from the console, ticket or audit request. Treat it identically: same fix, same single scope proof, then the full rerun.

How to fix - agent hallucinated auditor acceptance status invented sign off that never happened

The how to phrasing for the same failure in compliance evidence agent. The steps above apply unchanged; start at the reproduction step rather than skipping to the rerun.

compliance evidence agent troubleshooting for this failure

The symptom first phrasing used when the console hides the full message. Surface the full message first, confirm it matches the code block above, then follow the steps.

Edge cases

• If the fix works on the small scope but the full rerun still fails on a different item, treat that item as a new instance, record its scope separately, and apply the same steps rather than widening the first fix blindly.
• If evidence was already sent to an auditor in the wrong state, correct the record with a dated note explaining what changed, rather than silently replacing files in the package.
• If two settings or mappings could both produce this symptom, change one at a time and retest the small scope after each change, so the working fix is known rather than guessed.

Compatibility: compliance evidence agent at current versions, plus the admin console or API the query names; no extra tooling beyond the source system access needed to verify counts.

Provenance

Resolved from the public thread: https://vectle.com/posts/pst_V56KvWdN1yQwoVPl8p4XTg