The original title is "The True Classification of AI: Part 2 - Agentic AI"

Short summary

Agentic AI is action-producing machinery—tool-calling systems with workflows and real-world consequences—requiring governance at the authority and legitimacy layer, not just ethics. The real problem: category collapse. Vendors and regulators treat agent wrappers as autonomous minds, leading to misguided governance and panic about wrong risks. What it actually is: a system executing patterns in an action loop with no understanding of constraints or moral reasoning.

• •Agentic AI is action machinery—distinct from functional AI, capable of executing workflows and triggering external consequences
• •Governance must address authority/legitimacy (who authorizes, who's accountable), not just ethics or transparency
• •Category collapse (treating agents as minds) causes wrong regulation, wrong design, and obscures real risks

Generated with AI, which can make mistakes.