OpenClaw logs fail safety audit
The research reveals a critical gap in AI agent safety monitoring where most policy violations cannot be proven from current logs, leaving users with little recourse when agents misbehave. Developers should design agents with machine-readable logs for all permissions and risky actions, as structured records could dramatically improve verifiable agent insurance systems that use blockchain deposits and automated verification.
