Michael Polanyi — On AI
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Contents
Cover Foreword About Chapter 1: The Tacit Dimension Chapter 2: Indwelling — When the Tool Becomes a Sense Chapter 3: Personal Knowledge and the Lie of Objectivity Chapter 4: From-To Structure and the Transparency of Tools Chapter 5: The Subsidiary and the Focal Chapter 6: Emergence and the Irreducibility of Higher Levels Chapter 7: Conviviality and the Community of Knowers Chapter 8: The Fiduciary Framework Chapter 9: Commitment and the Structure of Discovery Chapter 10: What AI Cannot Know — and What It Cannot Know It Cannot Know Epilogue Back Cover
Michael Polanyi Cover

Michael Polanyi

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 Michael Polanyi. It is an attempt by Opus to simulate Michael Polanyi'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

The thing I built in Trivandrum worked. Every feature, every function, every line of code the team shipped in those extraordinary days — it all worked. I described that week in You On AI as proof that the imagination-to-artifact ratio had collapsed to nearly nothing. I still believe that.

Tacit Knowledge
Tacit Knowledge

But there is a question I did not ask clearly enough, and it took a physical chemist who died the year I was born to hand me the words.

The question is not whether the output works. The question is whether the person who produced it knows anything.

Michael Polanyi spent decades pulling apart what it actually means to know something — not to possess information, not to generate a correct answer, but to understand in the way a diagnostician understands

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11 chapters
WIKI COMPANION

Michael Polanyi — On AI

A reading-companion catalog of the 24 Orange Pill Wiki entries linked from this book — the people, ideas, works, and events that Michael Polanyi — On AI uses as stepping stones for thinking through the AI revolution.

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Hubert Dreyfus
Further Reading From The You On AI Encyclopedia · Related Thinkers for Michael Polanyi — On AI
12 voices alongside this section — click to meet them
Thinkers whose frameworks illuminate this section.
Hubert Dreyfus
Hubert Dreyfus
Dreyfus's phenomenological critique of AI — that machines cannot replicate embodied, situational expertise — is Polanyi's tacit knowledge argument in philosophy of mind form
Ludwig Wittgenstein
Ludwig Wittgenstein
Wittgenstein's argument that rule-following presupposes a form of life — practices that cannot themselves be fully rule-specified — parallels Polanyi's tacit dimension
Andy Clark
Andy Clark
Clark's extended mind thesis — that cognition extends beyond the brain into tools and environment — grounds Polanyi's indwelling in contemporary cognitive science
Daniel Kahneman
Daniel Kahneman
Kahneman's System 1 fast thinking maps onto Polanyi's tacit subsidiary awareness; System 2 deliberate reasoning onto focal explicit knowing — but Kahneman's bias framing contrasts with Polanyi's defense of tacit judgment
John Dewey
John Dewey
Dewey's pragmatist insistence that knowing is doing — that inquiry is a form of practice grounded in experience — anticipates Polanyi's rejection of spectator theories of knowledge
Karl Popper
Karl Popper
Polanyi and Popper were contemporaries in British philosophy of science; Polanyi's personal knowledge directly challenges Popper's falsificationist claim that science requires impersonal, objective criteria
Gary Klein
Gary Klein
Klein's naturalistic decision-making research — how experienced practitioners make decisions under pressure through pattern recognition rather than rational analysis — provides empirical grounding for Polanyi's tacit knowledge claims
Herbert Simon
Herbert Simon
Simon's bounded rationality concept acknowledges limits of explicit reasoning; but his computational model of cognition is precisely what Polanyi argues cannot capture the tacit dimension — a productive tension
Richard Sennett
Richard Sennett
Sennett's The Craftsman develops the argument that material practice — making things by hand — builds tacit understanding that pure thinking cannot replicate; he is the contemporary inheritor of Polanyi's insight about embodied expertise
Ivan Illich
Ivan Illich
Illich's Tools for Conviviality argues for tools that enhance rather than replace human capability — his concept of counterproductive tools anticipates Polanyi's warning about AI that substitutes for rather than extends tacit knowledge
William James
William James
James's radical empiricism — that experience is richer than any conceptual scheme that captures it — and his attention to the fringes of consciousness both resonate with Polanyi's pre-articulate tacit ground
Hannah Arendt
Hannah Arendt
Arendt's distinction between labor, work, and action — and her defense of the vita activa against purely contemplative knowledge — illuminates what is at stake when AI collapses the distinction between making and knowing

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