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

Originally published on tamiz.pro. You've seen it in production: an AI agent confidently fabricates a bank balance that doesn't exist, invents a file path that isn't real, or claims a function succeeded when it silently failed. These aren't user errors or bad prompts — they're the natural output of self-interpreting language models working in...