The studio's shelf

The Biblioteca.

The Selfprompted Studio stands on learning that spans disciplines: behavior science, learning research, public health, and what surfaces inside real organizations. This shelf holds the research, listening, and reading that inform the work, updated as it grows.

What earns a place. Everything here is about human behavior after the technology arrives, not about the technology itself. Where a source was published by a company that sells the remedy, the sponsor is named.

The research

Peer reviewed

The penalty for saying you used it

Reif, Larrick & Soll · PNAS · 2025

The transparency dilemma

Schilke & Reimann · OBHDP · 2025

Navigating the jagged technological frontier

Dell'Acqua, Mollick, Lakhani et al. · Organization Science · 2025

The uneven impact of generative AI

Otis, Clarke, Delecourt et al. · Management Science · 2025

Global evidence on gender gaps and generative AI

Otis, Delecourt, Cranney & Koning · Harvard Business School · 2025 Working paper

Productivity effects of generative AI

Noy & Zhang · Science · 2023

How forced intervention facilitates AI adoption

Cao, Hu, Sun & Zhang · M&SOM · 2025

Individual creativity, collective sameness

Doshi & Hauser · Science Advances · 2024

Algorithm aversion and appreciation

Jussupow, Benbasat et al. · MIS Quarterly · 2024

Large language models, small labor market effects

Humlum & Vestergaard · Becker Friedman Institute · 2025 Working paper

Reports and surveys

Sponsor named

Americans and AI 2026

Pew Research Center · 2026 · n = 5,119

Which workers use AI in their jobs

Pew Research Center · 2025

The state of generative AI adoption

Federal Reserve Bank of St. Louis · 2025

Navigating AI in the workplace

SHRM · 2026 · n = 5,875

The AI Index Report

Stanford HAI · 2026

The GenAI divide: State of AI in business

MIT NANDA · 2025

Work AI Index

Work AI Institute · 2026 Published by Glean

Breaking down the infinite workday

Work Trend Index · 2025 Microsoft

Anthropic Economic Index

Anthropic · 2026 Anthropic

The state of AI: Global survey

McKinsey & Company · 2025 McKinsey

The foundations

Behavior and learning science

Stages and processes of self-change

Prochaska & DiClemente · 1983 Contested

Psychological safety and learning behavior

Edmondson · Administrative Science Quarterly · 1999

A new look at habits and the habit-goal interface

Wood & Neal · Psychological Review · 2007

Why time poverty matters

Giurge, Whillans & West · Nature Human Behaviour · 2020

Distributed practice in verbal recall

Cepeda, Pashler, Vul et al. · Psychological Bulletin · 2006

Transfer of training

Baldwin & Ford · 1988 · with Blume et al. · 2010

Diffusion of innovations

Rogers · 5th edition · 2003

Algorithm aversion

Dietvorst, Simmons & Massey · 2015 · read with Logg et al. · 2019

Technology as an occasion for structuring

Barley · Administrative Science Quarterly · 1986

Stereotype threat and intellectual test performance

Steele & Aronson · 1995 Contested

Reading

Books

Good Habits, Bad Habits

Wendy Wood · 2019

How to Change

Katy Milkman · 2021

The Fearless Organization

Amy Edmondson · 2019

Right Kind of Wrong

Amy Edmondson · 2023

The Quantified Worker

Ifeoma Ajunwa · 2023

Race After Technology

Ruha Benjamin · 2019

Thick

Tressie McMillan Cottom · 2019

Algorithms of Oppression

Safiya Umoja Noble · 2018

Automating Inequality

Virginia Eubanks · 2018

Unmasking AI

Joy Buolamwini · 2023

Scarcity

Sendhil Mullainathan & Eldar Shafir · 2013

Attention Span

Gloria Mark · 2023

Slow Productivity

Cal Newport · 2024

Co-Intelligence

Ethan Mollick · 2024

Power and Progress

Daron Acemoglu & Simon Johnson · 2023

Blood in the Machine

Brian Merchant · 2023

Listening

Episodes, not shows

How goes the behavior change revolution?

Freakonomics Radio · ep. 382 · 2019

Creatures of Habit

Hidden Brain · with Wendy Wood · 2020

Changing Behavior, Not Beliefs

Hidden Brain · with Phillip Atiba Goff · 2022

Creating psychological safety in the workplace

HBR IdeaCast · with Amy Edmondson · 2019

The science of lasting change

The Knowledge Project · with BJ Fogg · ep. 86

AI and the future of work

Your Undivided Attention · with Ethan Mollick · 2025

How does a computer discriminate?

Code Switch · NPR · 2023

On habit, focus, and effort

Huberman Lab · several episodes Individual, not organizational

TV and Film

Documentary

Coded Bias

Shalini Kantayya · 2020 · Netflix

Persona: The Dark Truth Behind Personality Tests

Tyler Measom · 2021 · HBO

AlphaGo

Greg Kohs · 2017

The Social Dilemma

Jeff Orlowski · 2020 · Netflix Contested

Following

Ongoing

One Useful Thing

Ethan Mollick

Blood in the Machine

Brian Merchant

Platformer

Casey Newton

Import AI

Jack Clark

Culture Study

Anne Helen Petersen

From the studio

Our own work

A hundred years of receipts, extended

Timeline · a century of rollouts and the behavior that met them

Where the studio stands on AI

Standpoint · accessibility, limits, and who gets harmed

White papers

In progress · subscribe below and they land first

Send a correction

Anything wrong here should be wrong in public

Field Notes

One short observation most weeks on why AI sticks or doesn't.

People tried AI. Did they come back?

Nothing on a usage dashboard answers that, and it is the only thing that tells you where a rollout actually is.