Ikujiro Nonaka — On AI
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Contents
Cover Foreword About Chapter 1: The Knowledge-Creating Company Meets the Knowledge-Generating Machine Chapter 2: Tacit Knowledge — What the Machine Cannot Articulate Chapter 3: The Spiral in Motion — Four Modes and Their Dynamic Balance Chapter 4: Socialization Under Threat — What Happens When Shared Experience Disappears Chapter 5: Externalization Amplified — AI as the Excavator of Tacit Insight Chapter 6: Combination at Scale — The Mode That Spins Too Fast Chapter 7: Internalization Interrupted — The Missing Practice of Embodiment Chapter 8: Ba — The Shared Space That Machines Cannot Create Chapter 9: Phronesis in the Age of the Amplifier Chapter 10: The Knowledge Spiral Worthy of Amplification Epilogue Back Cover
Ikujiro Nonaka Cover

Ikujiro Nonaka

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 Ikujiro Nonaka. It is an attempt by Opus to simulate Ikujiro Nonaka'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

By Edo Segal

The spiral broke before I noticed.

Seci Spiral
Seci Spiral

In Trivandrum, watching my engineers build at twenty times their previous speed, I was measuring the wrong thing. I was counting output — features shipped, systems deployed, the visible artifacts of a team discovering superpowers. The dashboards glowed green. The velocity was intoxicating. I wrote about it in *You On AI* with genuine awe, because the awe was genuine.

What I did not measure, because I did not have the vocabulary for it, was what was happening underneath the output. The shared debugging sessions that had quietly transferred architectural intuition from senior to junior — gone, because Claude debugged now. The hallway conversations after a difficult deployment where someone admitted confusion and someone else admitted they'd felt the

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11 chapters
WIKI COMPANION

Ikujiro Nonaka — On AI

A reading-companion catalog of the 15 Orange Pill Wiki entries linked from this book — the people, ideas, works, and events that Ikujiro Nonaka — On AI uses as stepping stones for thinking through the AI revolution.

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Michael Polanyi
Further Reading From The You On AI Encyclopedia · Related Thinkers for Ikujiro Nonaka — On AI
12 voices alongside this section — click to meet them
Thinkers whose frameworks illuminate this section.
Michael Polanyi
Michael Polanyi
Polanyi's tacit knowledge is Nonaka's epistemic foundation — 'we can know more than we can tell' is the book's bedrock premise
Aristotle
Aristotle
Aristotle's phronesis, episteme, and techne provide the three-part intellectual virtue framework Nonaka's final career phase builds upon
Herbert Simon
Herbert Simon
Simon's information-processing paradigm is the dominant model Nonaka spent his career critiquing and transcending
Etienne Wenger
Etienne Wenger
Wenger's communities of practice provide the social learning framework that complements Nonaka's ba concept
Anders Ericsson
Anders Ericsson
Ericsson's deliberate practice theory is the empirical analog for Nonaka's Internalization — the ten-thousand-hour foundation
Edgar Schein
Edgar Schein
Schein's organizational culture work underpins the chapter on ba — culture as the conditions for knowledge creation
Peter Drucker
Peter Drucker
Drucker's knowledge worker concept is the organizational category that Nonaka's entire framework is designed to serve
Chris Argyris
Chris Argyris
Argyris's double-loop learning and defensive routines illuminate the organizational pathologies Nonaka's framework diagnoses
Viktor Frankl
Viktor Frankl
Frankl's meaning-centered psychology resonates with Nonaka's phronesis — the capacity to act from values, not just knowledge
Karl Weick
Karl Weick
Weick's sensemaking framework is the organizational complement to Nonaka's SECI — how people make meaning under uncertainty
Mary Parker Follett
Mary Parker Follett
Follett's power-with philosophy and integrative thinking anticipates Nonaka's ba — shared space as creative synthesis
Aaron Antonovsky
Aaron Antonovsky
Antonovsky's salutogenic framework — asking what keeps organizations healthy rather than what breaks them — parallels Nonaka's spiral health logic

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