AI Hallucinations Are a Verification Issue

AI hallucinations are an unavoidable feature of probabilistic models. Safety efforts should focus on verifying outputs before they reach users, not on making models perfect. Independent reviewers, adversarial checking, and immutable audit trails are needed. As autonomous agents take on higher-stakes tasks, verification and accountability matter more than reducing hallucination rates.