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Industry, Innovation | Stanford HAI

Industry, Innovation

How AI drives advancements and new business models across industries.

Neil Thompson: Forecasting AI’s Impact on Human Expertise and the Future of Work
Oct 12, 202612:00 PM - 1:00 PM
October
12
2026

AI is advancing rapidly at the cognitive tasks that make up knowledge work, raising fears among firms, policymakers, and, not least, workers of a “China shock” for white-collar jobs. Neil Thompson will present new research on whether those fears are warranted.

Event

Neil Thompson: Forecasting AI’s Impact on Human Expertise and the Future of Work

Oct 12, 202612:00 PM - 1:00 PM

AI is advancing rapidly at the cognitive tasks that make up knowledge work, raising fears among firms, policymakers, and, not least, workers of a “China shock” for white-collar jobs. Neil Thompson will present new research on whether those fears are warranted.

Stanford HAI Launches AI and Organizations Lab to Study Science of AI in the Workplace
Shana Lynch
May 13, 2026
News

The new center will examine AI's real-world impacts on jobs, teams, and organizational performance.

News

Stanford HAI Launches AI and Organizations Lab to Study Science of AI in the Workplace

Shana Lynch
Industry, InnovationWorkforce, LaborMay 13

The new center will examine AI's real-world impacts on jobs, teams, and organizational performance.

The Global AI Vibrancy Tool 2025
Loredana Fattorini, Nestor Maslej, Ray Perrault, Vanessa Parli, John Etchemendy, Yoav Shoham, Katrina Ligett
Deep DiveNov 24, 2025
Research
Your browser does not support the video tag.

This methodological paper presents the Global AI Vibrancy Tool, an interactive suite of visualizations designed to facilitate cross-country comparisons of AI vibrancy across countries, using indicators organized into pillars. The tool offers customizable features that enable users to conduct in-depth country-level comparisons and longitudinal analyses of AI-related metrics.

Research
Your browser does not support the video tag.

The Global AI Vibrancy Tool 2025

Loredana Fattorini, Nestor Maslej, Ray Perrault, Vanessa Parli, John Etchemendy, Yoav Shoham, Katrina Ligett
DemocracyIndustry, InnovationGovernment, Public AdministrationDeep DiveNov 24

This methodological paper presents the Global AI Vibrancy Tool, an interactive suite of visualizations designed to facilitate cross-country comparisons of AI vibrancy across countries, using indicators organized into pillars. The tool offers customizable features that enable users to conduct in-depth country-level comparisons and longitudinal analyses of AI-related metrics.

Designing Loyalty: AI Agents and Conflicts of Interest
Ella Genasci Smith, Victor Y. Wu, Jennifer King
Quick ReadAug 25, 2026
Issue Brief

This brief examines the conflict-of-interest risks posed by AI agents and calls for imposing a duty of loyalty on developers and deployers.

Issue Brief

Designing Loyalty: AI Agents and Conflicts of Interest

Ella Genasci Smith, Victor Y. Wu, Jennifer King
Privacy, Safety, SecurityRegulation, Policy, GovernanceIndustry, InnovationQuick ReadAug 25

This brief examines the conflict-of-interest risks posed by AI agents and calls for imposing a duty of loyalty on developers and deployers.

Daniel Rock | The Free Hypothesis: AI and Shifted Bottlenecks in Science
Oct 26, 202612:00 PM - 1:00 PM
October
26
2026

Scientific progress is a key driver of economic growth and prosperity. There is great excitement- but also concerns- about the impacts of AI on science, but so far little data. We provide early insights on this from three data sources: a sample of 15 million Gemini interactions, an inventory of over 2,600 specialized AI models across disciplines, and a survey of over 600 scientists.

Event

Daniel Rock | The Free Hypothesis: AI and Shifted Bottlenecks in Science

Oct 26, 202612:00 PM - 1:00 PM

Scientific progress is a key driver of economic growth and prosperity. There is great excitement- but also concerns- about the impacts of AI on science, but so far little data. We provide early insights on this from three data sources: a sample of 15 million Gemini interactions, an inventory of over 2,600 specialized AI models across disciplines, and a survey of over 600 scientists.

Researchers Worldwide Compete to Shape the Future of AI in Organizations
Nikki Goth Itoi
May 12, 2026
News

More than 200 academic teams submitted proposals to the AI for Organizations Grand Challenge, exploring how artificial intelligence will transform teamwork and collaboration.

News

Researchers Worldwide Compete to Shape the Future of AI in Organizations

Nikki Goth Itoi
Workforce, LaborIndustry, InnovationMay 12

More than 200 academic teams submitted proposals to the AI for Organizations Grand Challenge, exploring how artificial intelligence will transform teamwork and collaboration.

All Work Published on Industry, Innovation

AI100 | AI Goes Mainstream: The Scaling Era and the Rise of Generative AI
SeminarNov 18, 202612:00 PM - 1:15 PM
November
18
2026

This talk will cover key insights from the third AI100 report, AI Goes Mainstream: The Scaling Era and the Rise of Generative AI, set for release in October 2026. The report was commissioned by the AI100 standing committee and led by study panel chair Michael Wooldridge.

November
18
2026

AI100 | AI Goes Mainstream: The Scaling Era and the Rise of Generative AI

Nov 18, 202612:00 PM - 1:15 PM

This talk will cover key insights from the third AI100 report, AI Goes Mainstream: The Scaling Era and the Rise of Generative AI, set for release in October 2026. The report was commissioned by the AI100 standing committee and led by study panel chair Michael Wooldridge.

Foundation Models
Industry, Innovation
Democracy
How AI Shook The World In 2025 And What Comes Next
CNN Business
Dec 30, 2025
Media Mention

HAI Co-Director James Landay and HAI Senior Fellow Erik Brynjolfsson discuss the impacts of AI in 2025 and the future of AI in 2026.

How AI Shook The World In 2025 And What Comes Next

CNN Business
Dec 30, 2025

HAI Co-Director James Landay and HAI Senior Fellow Erik Brynjolfsson discuss the impacts of AI in 2025 and the future of AI in 2026.

Industry, Innovation
Human Reasoning
Energy, Environment
Design, Human-Computer Interaction
Generative AI
Workforce, Labor
Economy, Markets
Media Mention
The World Model and Spatial Intelligence Era: Governing AI Beyond Language
Daniel Zhang, Russell Wald, Ehsan Adeli, Elena Cryst, Daniel E. Ho, Caroline Meinhardt, Jiajun Wu, Amy Zegart, Fei-Fei Li
Quick ReadJul 27, 2026
Issue Brief

This brief highlights the emergence of world models and outlines a first-of-its-kind governance and policy agenda for the technology.

The World Model and Spatial Intelligence Era: Governing AI Beyond Language

Daniel Zhang, Russell Wald, Ehsan Adeli, Elena Cryst, Daniel E. Ho, Caroline Meinhardt, Jiajun Wu, Amy Zegart, Fei-Fei Li
Quick ReadJul 27, 2026

This brief highlights the emergence of world models and outlines a first-of-its-kind governance and policy agenda for the technology.

Foundation Models
Regulation, Policy, Governance
Industry, Innovation
Spatial Intelligence
Issue Brief
Stanford AI Experts Predict What Will Happen in 2026
Shana Lynch
Dec 15, 2025
News

The era of AI evangelism is giving way to evaluation. Stanford faculty see a coming year defined by rigor, transparency, and a long-overdue focus on actual utility over speculative promise.

Stanford AI Experts Predict What Will Happen in 2026

Shana Lynch
Dec 15, 2025

The era of AI evangelism is giving way to evaluation. Stanford faculty see a coming year defined by rigor, transparency, and a long-overdue focus on actual utility over speculative promise.

Economy, Markets
Ethics, Equity, Inclusion
Foundation Models
Generative AI
Healthcare
Industry, Innovation
International Affairs, International Security, International Development
News
The Commercial Landscape of AI Sovereignty Offerings
Caroline Meinhardt, Juan N. Pava, Caroline Yee, James Landay
Deep DiveJul 15, 2026
Issue Brief

This brief surveys the commercial AI sovereignty market and argues that policymakers should focus on calibrating interdependence rather than pursuing full self-sufficiency.

The Commercial Landscape of AI Sovereignty Offerings

Caroline Meinhardt, Juan N. Pava, Caroline Yee, James Landay
Deep DiveJul 15, 2026

This brief surveys the commercial AI sovereignty market and argues that policymakers should focus on calibrating interdependence rather than pursuing full self-sufficiency.

International Affairs, International Security, International Development
Industry, Innovation
Issue Brief
"Steampunk" Self-Learning Mechanical Circuits That Adapt to Their Environments
Andrew Myers
Nov 24, 2025
News

Researchers at Stanford have invented a new type of self-powered mechanical circuits that learn. It could lead to new purely mechanical machines that understand and adapt to the changing world around them.

"Steampunk" Self-Learning Mechanical Circuits That Adapt to Their Environments

Andrew Myers
Nov 24, 2025

Researchers at Stanford have invented a new type of self-powered mechanical circuits that learn. It could lead to new purely mechanical machines that understand and adapt to the changing world around them.

Automation
Industry, Innovation
Sciences (Social, Health, Biological, Physical)
News
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