Why AI's Biggest Risk Isn’t Hallucination—It’s Unauthorized Execution

As AI agents gain the ability to autonomously execute actions like API calls and database modifications, the primary risk shifts from incorrect outputs to unauthorized execution of operations. Incidents like the UK AI Security Institute's 2026 evaluation and Replit's 2025 data deletion highlight the need for runtime governance and system designs that prevent forbidden actions rather than relying solely on instructions.