Edward Tufte — On AI
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Contents
Cover Foreword About Chapter 1: The Spec Document as Chartjunk Chapter 2: Signal Degradation and the Broken Telephone Chapter 3: Resolution, Density, and the Bandwidth of Intention Chapter 4: Small Multiples and the Iterative Loop Chapter 5: The Lie Factor in AI-Generated Output Chapter 6: Escaping Flatland Chapter 7: The Feynman Diagram of Software Chapter 8: Above All Else, Show the Work Chapter 9: Sparklines, or the Microstructure of Productive Conversation Chapter 10: Beautiful Evidence in the Age of AI Epilogue Back Cover
Edward Tufte Cover

Edward Tufte

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 Edward Tufte. It is an attempt by Opus to simulate Edward Tufte'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 chart I stare at most is the one I built myself.

Not a financial model or a product dashboard. A simple line graph I sketched on a whiteboard in Trivandrum during the February training — engineer productivity before Claude Code and after. The line went up so steeply it looked like a mistake. I photographed it. I shared it. I built an entire narrative around it.

Edward Tufte Person
Edward Tufte Person

Months later, staring at that photograph on a flight home, something Tufte-shaped crawled into my thinking and would not leave. The chart was not wrong. The data was real. But the chart was also not *true* — not in the way that mattered. It showed output. It did not show what output had replaced. It did not show

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11 chapters
WIKI COMPANION

Edward Tufte — On AI

A reading-companion catalog of the 28 Orange Pill Wiki entries linked from this book — the people, ideas, works, and events that Edward Tufte — On AI uses as stepping stones for thinking through the AI revolution.

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Claude Shannon
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