AI Failure Modes in Production: Hallucinations & Errors
Hallucinations make headlines; arithmetic errors, schema violations, and policy leaks do the real damage at scale. A practical taxonomy of how AI systems fail in production, and what deterministic validation catches.
August 31, 2026