paper
AI Managers vs People Managers: Governance Lessons from Human and Machine Failure Modes
As AI agents move into operational workflows, organisations face a new governance challenge: managing humans and managing autonomous systems are different problems. This article explains why failure modes, controls, and accountability must be designed differently—and what boards must now oversee AI.