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Get the latest news, advances in research, policy work, and education program updates from HAI in your inbox weekly.

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Workforce, Labor

How the workforce - from the nature of jobs to productivity - will change.

State Policymakers Divided Over How To Address AI Job-Loss Fears
San Francisco Examiner
May 30, 2026
Media Mention

HAI Director James Landay discusses historical technological impacts on productivity growth.

Media Mention
Your browser does not support the video tag.

State Policymakers Divided Over How To Address AI Job-Loss Fears

San Francisco Examiner
Workforce, LaborEconomy, MarketsMay 30

HAI Director James Landay discusses historical technological impacts on productivity growth.

Robotics and AI
Stanford HAI
Jun 01, 2022
Industry Brief
Robotics and AI Industry Brief Cover

Robots are becoming a core building block in engineering and healthcare applications, altering the way many industries operate, and improving quality of life for everyone. With AI, robots are further given the ability to learn and adapt so that they can work collaboratively alongside humans and other robots in real-world environments. This industry brief provides a cross-section of key research – at HAI and across Stanford – that leverages AI methods into new algorithms for human robot interaction and robot navigation. Discover how researchers are designing intelligent robots that learn and adapt to human demonstration, and how they could be used to disrupt and create markets in a wide range of industries including manufacturing, healthcare, autonomous vehicles, and many more.

Industry Brief
Robotics and AI Industry Brief Cover

Robotics and AI

Stanford HAI
RoboticsHealthcareAutomationWorkforce, LaborJun 01

Robots are becoming a core building block in engineering and healthcare applications, altering the way many industries operate, and improving quality of life for everyone. With AI, robots are further given the ability to learn and adapt so that they can work collaboratively alongside humans and other robots in real-world environments. This industry brief provides a cross-section of key research – at HAI and across Stanford – that leverages AI methods into new algorithms for human robot interaction and robot navigation. Discover how researchers are designing intelligent robots that learn and adapt to human demonstration, and how they could be used to disrupt and create markets in a wide range of industries including manufacturing, healthcare, autonomous vehicles, and many more.

Policy Implications of DeepSeek AI’s Talent Base
Amy Zegart, Emerson Johnston
Quick ReadMay 06, 2025
Policy Brief

This brief presents an analysis of Chinese AI startup DeepSeek’s talent base and calls for U.S. policymakers to reinvest in competing to attract and retain global AI talent.

Policy Brief

Policy Implications of DeepSeek AI’s Talent Base

Amy Zegart, Emerson Johnston
International Affairs, International Security, International DevelopmentFoundation ModelsWorkforce, LaborQuick ReadMay 06

This brief presents an analysis of Chinese AI startup DeepSeek’s talent base and calls for U.S. policymakers to reinvest in competing to attract and retain global AI talent.

David Nguyen
Person
Person

David Nguyen

Economy, MarketsWorkforce, LaborGenerative AIMar 03
A.I. Doesn’t Have To Mean Layoffs
New York Times
May 29, 2026
Media Mention

Director of the Stanford Digital Economy Lab and Senior Fellow at Stanford HAI Erik Brynjolfsson discusses the fallacy of thinking "the only way that you get productivity from A.I. is by removing labor costs,” arguing that business can return larger gains through AI use for employees' productivity, rather than replacing workers.

Media Mention
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A.I. Doesn’t Have To Mean Layoffs

New York Times
Economy, MarketsEducation, SkillsWorkforce, LaborMay 29

Director of the Stanford Digital Economy Lab and Senior Fellow at Stanford HAI Erik Brynjolfsson discusses the fallacy of thinking "the only way that you get productivity from A.I. is by removing labor costs,” arguing that business can return larger gains through AI use for employees' productivity, rather than replacing workers.

The Future of Work Post-Covid and AI
Stanford HAI
May 01, 2021
Industry Brief
Future of Work Industry Brief Cover

AI will have a profound impact on work, business, and the economy. In this industry brief, we provide a sampling of key research both at HAI and more broadly at Stanford that can help inform the future of work. You will find researchers studying how AI can be used to help teams collaborate, improve workplace culture, promote employee well-being, assist humans in dangerous environments, and more.

Industry Brief
Future of Work Industry Brief Cover

The Future of Work Post-Covid and AI

Stanford HAI
Finance, BusinessEconomy, MarketsWorkforce, LaborMay 01

AI will have a profound impact on work, business, and the economy. In this industry brief, we provide a sampling of key research both at HAI and more broadly at Stanford that can help inform the future of work. You will find researchers studying how AI can be used to help teams collaborate, improve workplace culture, promote employee well-being, assist humans in dangerous environments, and more.

All Work Published on Workforce, Labor

AI Hiring Tools Can Yield Racial Bias and Systemic Rejection
Rishi Bommasani, Sarah H. Bana, Kathleen A. Creel, Dan Jurafsky, Percy Liang
May 26, 2026
News
A 3D isometric conceptual illustration showing a single glowing yellow human icon standing out among a grid of identical blue figures

The first large-scale study of hiring algorithms in the wild finds concerning patterns to how systems reject candidates.

AI Hiring Tools Can Yield Racial Bias and Systemic Rejection

Rishi Bommasani, Sarah H. Bana, Kathleen A. Creel, Dan Jurafsky, Percy Liang
May 26, 2026

The first large-scale study of hiring algorithms in the wild finds concerning patterns to how systems reject candidates.

Machine Learning
Ethics, Equity, Inclusion
Workforce, Labor
A 3D isometric conceptual illustration showing a single glowing yellow human icon standing out among a grid of identical blue figures
News
Advancing a More Productive Tech Economy
Erik Brynjolfsson, Georgios Petropoulos
Feb 01, 2022
Response to Request

Stanford scholars respond to a federal RFI regarding a study to advance a more productive tech economy, highlighting why productivity has not been sufficiently understood or measured, especially from AI.

Advancing a More Productive Tech Economy

Erik Brynjolfsson, Georgios Petropoulos
Feb 01, 2022

Stanford scholars respond to a federal RFI regarding a study to advance a more productive tech economy, highlighting why productivity has not been sufficiently understood or measured, especially from AI.

Workforce, Labor
Economy, Markets
Response to Request
Erik Brynjolfsson
Jerry Yang and Akiko Yamazaki Professor | Associate Director and Senior Fellow, Stanford HAI | Senior Fellow, SIEPR | Professor, by courtesy, of Economics; of Operations, Information & Technology; and of Economics at the Stanford Graduate School of Business
Person

Erik Brynjolfsson

Jerry Yang and Akiko Yamazaki Professor | Associate Director and Senior Fellow, Stanford HAI | Senior Fellow, SIEPR | Professor, by courtesy, of Economics; of Operations, Information & Technology; and of Economics at the Stanford Graduate School of Business
Democracy
Economy, Markets
Workforce, Labor
Person
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.

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

Shana Lynch
May 13, 2026

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

Industry, Innovation
Workforce, Labor
News
Policy Strategies for Harnessing Productivity Potential of AI in the U.S.
Erik Brynjolfsson, Seth Benzell, Daniel Rock
Quick ReadMay 01, 2021
Policy Brief

This brief outlines a set of policy recommendations that could increase productivity growth, make the U.S. more competitive, and reduce income inequality.

Policy Strategies for Harnessing Productivity Potential of AI in the U.S.

Erik Brynjolfsson, Seth Benzell, Daniel Rock
Quick ReadMay 01, 2021

This brief outlines a set of policy recommendations that could increase productivity growth, make the U.S. more competitive, and reduce income inequality.

Workforce, Labor
Economy, Markets
Policy Brief
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.

Researchers Worldwide Compete to Shape the Future of AI in Organizations

Nikki Goth Itoi
May 12, 2026

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

Workforce, Labor
Industry, Innovation
News
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