aiqbench analysis

Many organizations say they enforce permissions for AI agents, but a large share still share the credentials those agents use, which weakens accountability and widens the blast radius of any misuse. For readers building or deploying agents, the gap between stated policy and actual practice is the key signal: per-agent identities and scoped credentials are the controls that make agent access auditable and revocable.