The Skill an Agent Cannot Write for Itself

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"Thin Harness, Fat Skills" is mostly right — and quietly wrong about the part people are betting on. An agent consumes procedural knowledge with enormous benefit but cannot author it. The self-improvement loop is the weakest link, and the evidence is now unambiguous.

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