Powerless Intelligence: When Warnings Have No Trigger

What happens when institutions can evaluate danger, but no one is required to act on the result?This episode of Mechanism Realism examines powerless intelligence: the condition where cognition becomes abundant before authority does. AI reduces the cost of producing diagnoses, evaluations, models, and warnings. But it does not automatically create the procedural primitive that turns a finding into binding action.AI safety institutes and evaluation bodies can produce serious technical work while lacking any enforceable response duty. A warning may land in an institution, but not become a halt, pause, recall, escalation, or override.The episode introduces epistemic denial-of-service: the strategic flooding of the response environment with counter-models, alternative safety cases, methodological disputes, and compliance artifacts until no single warning becomes procedurally decisive.The old defense was ignorance: we did not know. The new defense is overload: we had too many contested signals to act.https://kunnas.com/articles/powerless-intelligence