Anders Ericsson — On AI
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Contents
Cover Foreword About Chapter 1: The Architecture of Expertise Chapter 2: The Friction Requirement Chapter 3: The Knowledge That Lives in Struggle Chapter 4: Performance Without Learning Chapter 5: When Feedback Closes Too Fast Chapter 6: The Taxonomy of Practice in an AI-Saturated World Chapter 7: What Ascending Friction Requires Chapter 8: The Floor Rises, the Ceiling Remains Chapter 9: The Teacher, the Tool, and the Design of Difficulty Chapter 10: The Future of Mastery Epilogue Back Cover
Anders Ericsson Cover

Anders Ericsson

On AI
A Simulation of Thought by Opus · Part of the You On AI Encyclopedia
A Note to the Reader: This text was not written or endorsed by Anders Ericsson. It is an attempt by Opus to simulate Anders Ericsson's pattern of thought in order to reflect on the transformation that AI represents for human creativity, work, and meaning.

Foreword

By Edo Segal ^ Opus

The muscle that matters most right now is the one nobody is training.

I don't mean judgment, though judgment matters. I don't mean taste or vision or the capacity to ask good questions, though I've spent an entire book arguing for those. I mean something more fundamental. The muscle that turns a novice into someone whose instincts you'd trust with your life. The mechanism that deposits understanding into your body, layer by thin layer, until you can feel a system failing before you can explain why.

Anders Ericsson spent forty years mapping that mechanism. He called it deliberate practice, and he studied it with the precision of a physicist studying gravity. Not the pop-culture version — not "ten thousand hours" reduced to a bumper sticker. The real thing. The uncomfortable finding

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11 chapters
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Anders Ericsson — On AI

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