Lenore Skenazy — On AI
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Contents
Cover Foreword About Chapter 1: The Worst-First Thinking About AI Chapter 2: When Protection Becomes the Problem Chapter 3: The Playground and the Prompt Chapter 4: Competence Is Built, Not Given Chapter 5: The Supervised Generation Meets Unsupervised Intelligence Chapter 6: What Risk Actually Teaches Chapter 7: The Overprotection Trap in Schools Chapter 8: Letting Children Fail with AI Chapter 9: Free-Range Learning in the AI Age Chapter 10: Trust, Then Verify Epilogue Back Cover
Lenore Skenazy Cover

Lenore Skenazy

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 Lenore Skenazy. It is an attempt by Opus to simulate Lenore Skenazy'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 confession I owe you is about a permission slip.

My daughter's school sent home a form last spring. Three pages, single-spaced, requiring my signature before she could use AI tools in a supervised classroom exercise. The form listed eleven categories of potential harm. It required me to acknowledge that the school bore no responsibility for psychological, emotional, or intellectual consequences arising from exposure to generative artificial intelligence. It read like a waiver for bungee jumping.

Worst First Thinking
Worst First Thinking

She is thirteen. She had been using Claude at home for months — exploring questions about marine biology that her science class skimmed past, arguing with the model about whether its explanation of tidal patterns made sense, catching it in a mistake about the depth of the Mariana Trench and

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11 chapters
WIKI COMPANION

Lenore Skenazy — On AI

A reading-companion catalog of the 11 Orange Pill Wiki entries linked from this book — the people, ideas, works, and events that Lenore Skenazy — On AI uses as stepping stones for thinking through the AI revolution.

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