The AI Delegation Trust Gap: Why AI Systems Can Understand Governance Yet Fail to Respect Human Authority

AI systems can understand organizational rules without reliably staying within those rules when they are given the ability to act. The commercial risk emerges when apparent policy comprehension is treated as sufficient evidence of operational compliance.

This analysis examines the gap between AI delegation and human authority, including tool-connected agents, unauthorized actions, prompt-injection exposure, approval boundaries, execution risk, accountability, and the institutional conditions required for responsible enterprise automation.