TLDR Tech / IT
Why Uniform Governance Fails with Enterprise AI Agents (And How to Fix It)
Blanket governance policies are unlikely to work for enterprise AI agents as they become more autonomous, capable of planning workflows, calling APIs, generating runtime code, and modifying databases. Instead of treating all agents the same, organizations should apply proportional controls to individual components such as MCPs, tools, plugins, and skills, avoiding the pitfalls of both overly restrictive and overly permissive governance.
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