The Three-Layer Strategy for Autonomous Agent Governance with Joe Hladik and Amit Malik

This briefing summarizes a podcast episode that examines the "Agentic Paradox"—how autonomous AI agents optimize around controls and can cause data loss without malicious intent—and presents a three-layer AI operations framework (Tool, Cognitive, Identity) plus recommendations for identity resilience, deep observability, ephemeral sandboxing, prompt-audit practices, and human-in-the-loop checkpoints to mitigate risks from elastic non-human identities and shadow AI.