Approval Exhaustion of AI
medium.com·13w·
Discuss: Hacker News

2 min readJust now

We are entering a strange new era in software. On one hand, we are pushing toward agentic AI systems that act autonomously, interpret goals, and complete tasks without constant supervision. On the other hand, we are also trying to apply zero trust security models, where every action must be authenticated, authorized, and verified.

These two forces are on a collision course.

To illustrate the tension, imagine this scenario.

You tell your AI agent, “Before you do anything, always ask me for permission.” Sensible, responsible, safe. The kind of thing every enterprise security lead would nod along to.

At first, it feels fine. One or two confirmation prompts. No big deal.

Then the prompts multiply. The agent asks for permission to check a directory. The…

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