Gary Klein — On AI
TXTLOWMEDHIGH
Contents
Cover Foreword About Chapter 1: The Fire Commander's Dilemma Chapter 2: The Pattern Library and Its Enemies Chapter 3: Sensemaking Under Pressure Chapter 4: The Expertise Paradox Chapter 5: The Smuggled Expertise Problem Chapter 6: Mental Simulation and the Vanishing Rehearsal Chapter 7: The Trust Calibration Problem Chapter 8: The Pre-Mortem and the Social Architecture of Foresight Chapter 9: Cognitive Flexibility and the Architecture of Insight Chapter 10: Designing for Expertise in the Age of AI Epilogue Back Cover
Gary Klein Cover

Gary Klein

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

Foreword

By Edo Segal

Naturalistic Decision Making
Naturalistic Decision Making

The thing I trusted most about myself turned out to be the thing I understood least.

I have spent my career making calls under pressure. Ship or don't ship. Hire or pass. Pivot now or hold the line. I never thought of these as decisions in any formal sense. I just — knew. The way you know which lane to merge into without running the calculation, the way you know a pitch is wrong before the client finishes their sentence. I wore that knowing like armor. It was fast, it was reliable, and I never once asked where it came from.

Then Claude arrived, and it could produce answers that looked exactly like mine. Same structure. Same confidence. Same fluency. And I could not always tell

0%
11 chapters
WIKI COMPANION

Gary Klein — On AI

A reading-companion catalog of the 17 Orange Pill Wiki entries linked from this book — the people, ideas, works, and events that Gary Klein — On AI uses as stepping stones for thinking through the AI revolution.

Open the Wiki Companion →
Daniel Kahneman
Further Reading From The You On AI Encyclopedia · Related Thinkers for Gary Klein — On AI
12 voices alongside this section — click to meet them

Keep reading with YOU ON AI

Unlock the full book, 10,000+ field-guide entries, and a 1000+ thinker library. If you have a book code, register now — it takes a minute.

Register with book code Sign in