The Agent OS: Why Building 'Role Agents' is Better Than Empowering Individuals

AI made everyone 10x more productive, but no company became 10x more valuable. Why? Because we just swapped the motor, but we haven't redesigned the factory floor.

If you want to build an AI-Native Organization, you must shift from "Individual AI" to "Institutional AI" and build "Role Agents" (Taste + Skill + Memory).

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