Harry Collins — On AI
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Contents
Cover Foreword About Chapter 1: The Difference Between Copying and Understanding Chapter 2: What We Know That We Cannot Say Chapter 3: The Social Life of Skill Chapter 4: Interactional Expertise at Scale Chapter 5: The Transformation of the Hand Chapter 6: The Apprenticeship Problem Chapter 7: What the Machine Copies and What It Does Not Chapter 8: The New Community of Practice Chapter 9: The Experiment That Cannot Be Run Twice Chapter 10: The New Polimorphism Epilogue Back Cover
Harry Collins Cover

Harry Collins

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 Harry Collins. It is an attempt by Opus to simulate Harry Collins's pattern of thought in order to reflect on the transformation that AI represents for human creativity, work, and meaning.

Foreword

By Edo Segal

The mistake I kept making was trusting the output because it sounded right.

Not once. Not in some dramatic failure that forced a reckoning. Dozens of times, in the quiet accumulation of moments where Claude produced something fluent, structured, confident — and I moved on. The Deleuze fabrication I describe in Chapter 7 was the one I caught. The question that has haunted me since is how many I didn't.

Harry Collins has spent fifty years studying exactly this problem, long before any language model existed. He embedded himself in communities of gravitational wave physicists, laser builders, practitioners whose expertise lived not in what they published but in what they knew how to do together. And he found something that upends the way most of us think about

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11 chapters
WIKI COMPANION

Harry Collins — On AI

A reading-companion catalog of the 14 Orange Pill Wiki entries linked from this book — the people, ideas, works, and events that Harry Collins — On AI uses as stepping stones for thinking through the AI revolution.

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