Jean Lave — On AI
TXTLOWMEDHIGH
Contents
Cover Foreword About Chapter 1: The Tailor's Hands Chapter 2: The Supermarket and the Classroom Chapter 3: The Periphery and the Center Chapter 4: The Community That Thinks Together Chapter 5: What the Struggle Deposits Chapter 6: Thin Knowledge, Thick Knowledge Chapter 7: The Apprenticeship Severed Chapter 8: The Decontextualization Machine Chapter 9: Recontextualizing the River Epilogue Back Cover
Jean Lave Cover

Jean Lave

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 Jean Lave. It is an attempt by Opus to simulate Jean Lave'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 question that broke something open for me was not about intelligence. It was about a supermarket.

Jean Lave studied grocery shoppers in Orange County in the 1980s. She gave them arithmetic problems in two settings: in the aisles, where they were comparing prices and managing real household budgets, and on paper, where the problems were mathematically identical but stripped of every contextual detail. In the supermarket, they scored near ninety-eight percent. On paper, fifty-nine.

Jean Lave
Jean Lave

Same people. Same math. The variable was not ability. It was context.

I read that finding during a stretch when I was watching my engineers in Trivandrum produce extraordinary work with Claude Code — features shipping in days that should have taken weeks. The output was undeniable. But something Lave illuminated made

0%
10 chapters
WIKI COMPANION

Jean Lave — On AI

A reading-companion catalog of the 14 Orange Pill Wiki entries linked from this book — the people, ideas, works, and events that Jean Lave — On AI uses as stepping stones for thinking through the AI revolution.

Open the Wiki Companion →
Edwin Hutchins
Further Reading From The You On AI Encyclopedia · Related Thinkers for Jean Lave — On AI
11 voices alongside this section — click to meet them
Thinkers whose frameworks illuminate this section.
Edwin Hutchins
Edwin Hutchins
Hutchins' distributed cognition work on USS Palau is the chapter 3 anchor, parallel to Lave's community of practice theory
Lucy Suchman
Lucy Suchman
Suchman's Plans and Situated Actions, endorsed by Lave in 1987, provides the human-machine parallel to Lave's situated cognition framework
Etienne Wenger
Etienne Wenger
Co-author of Situated Learning and developer of communities of practice theory, central to ch2 and ch3
Michael Polanyi
Michael Polanyi
Polanyi's concept of tacit knowledge is the philosophical foundation for Lave's thick knowledge argument in ch5
Hubert Dreyfus
Hubert Dreyfus
Dreyfus's critique of AI and embodied skill acquisition parallels Lave's situated cognition challenge to cognitivism
Ivan Illich
Ivan Illich
Illich's deschooling critique of institutional learning parallels Lave's analysis of the classroom as a decontextualization machine
Lev Vygotsky
Lev Vygotsky
Vygotsky's zone of proximal development and scaffolding concept connects directly to the scaffolding metaphor in the epilogue
John Dewey
John Dewey
Dewey's learning-by-doing philosophy anticipates Lave's situated cognition framework and her critique of abstract instruction
Richard Sennett
Richard Sennett
Sennett's The Craftsman directly addresses the situated knowledge embedded in skilled practice — the tailor's hands argument made from sociology
Matthew Crawford
Matthew Crawford
Crawford's Shop Class as Soulcraft argues for the irreplaceable cognitive content of manual practice, resonating with Lave's thick knowledge concept
Tim Ingold
Tim Ingold
Ingold's anthropology of skill and making provides a complementary ethnographic framework to Lave's community of practice theory

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