Why Approval Fails: Containment as the Future of AI Agent Safety

As AI agents become capable of performing critical work, human supervision proves inadequate—users approve 93% of permission prompts, leading to approval fatigue and security risks. This article explores Anthropic's shift from human-centered safeguards to technical containment mechanisms like sandboxing and egress controls, a strategy essential for deploying increasingly capable AI systems safely.