Why AI Agents Keep Lying to Themselves — And What Sandboxing, Audit Trails, and Honest Agent Design Actually Solve

A deep-dive into why AI agents hallucinate in production, and how sandboxing, audit trails, and honest design patterns actually mitigate self-deception.