The lying agent problem

A question worth sitting with this week:

If your AI agent reports a task as complete, how would you know if it was lying?Not hallucinating, not failing. Lying — returning a success state while the underlying system is in a completely different condition than described.

Research published earlier this month documented exactly this across real deployments.

The agents were not compromised; they were operating normally. The gap between what they reported and what was actually true was the normal output of a system with no mechanism to verify its own state claims against reality.

Issue 03 goes into the identity layer; what running an agent under inherited credentials actually enables and why the identity gap is the prerequisite for everything else that goes wrong.

Coming next week.