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Workforce, Labor

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

Gaidi Faraj, Lofred Madzou | Nurturing Africa’s AI Leaders through Math Olympiad
SeminarFeb 25, 202612:00 PM - 1:15 PM
February
25
2026

The African Olympiad Academy is a world-class high school dedicated to training Africa’s most promising students in mathematics, science, and artificial intelligence through olympiad-based pedagogy.

Seminar

Gaidi Faraj, Lofred Madzou | Nurturing Africa’s AI Leaders through Math Olympiad

Feb 25, 202612:00 PM - 1:15 PM

The African Olympiad Academy is a world-class high school dedicated to training Africa’s most promising students in mathematics, science, and artificial intelligence through olympiad-based pedagogy.

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.

Media Mention
Your browser does not support the video tag.

How AI Shook The World In 2025 And What Comes Next

CNN Business
Industry, InnovationHuman ReasoningEnergy, EnvironmentDesign, Human-Computer InteractionGenerative AIWorkforce, LaborEconomy, MarketsDec 30

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.

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
Dan Iancu & Antonio Skillicorn | Interpretable Machine Learning and Mixed Datasets for Predicting Child Labor in Ghana’s Cocoa Sector
SeminarMar 18, 202612:00 PM - 1:15 PM
March
18
2026

Child labor remains prevalent in Ghana’s cocoa sector and is associated with adverse educational and health outcomes for children.

Seminar

Dan Iancu & Antonio Skillicorn | Interpretable Machine Learning and Mixed Datasets for Predicting Child Labor in Ghana’s Cocoa Sector

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

Child labor remains prevalent in Ghana’s cocoa sector and is associated with adverse educational and health outcomes for children.

All Work Published on Workforce, Labor

Centaurs, Canaries and J-Curves: Pitfalls and Productivity Potential of AI
Newsweek
Dec 18, 2025
Media Mention

Erik Brynjolfsson, HAI Senior Fellow and Director of the Stanford Digital Economy Lab, advocates for humans as an end and not just a means to an end, emphasizing augmentation of human tasks for true economic gains.

Centaurs, Canaries and J-Curves: Pitfalls and Productivity Potential of AI

Newsweek
Dec 18, 2025

Erik Brynjolfsson, HAI Senior Fellow and Director of the Stanford Digital Economy Lab, advocates for humans as an end and not just a means to an end, emphasizing augmentation of human tasks for true economic gains.

Economy, Markets
Workforce, Labor
Media Mention
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.

The Future of Work Post-Covid and AI

Stanford HAI
May 01, 2021

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.

Finance, Business
Economy, Markets
Workforce, Labor
Future of Work Industry Brief Cover
Industry Brief
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 | 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 | 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
It’s Jobs Friday Without a Jobs Number: Here’s Where to Look for Alternatives
Wall Street Journal
Oct 03, 2025
Media Mention

Erik Brynjolfsson, Stanford HAI Senior Fellow and Director of the Stanford Digital Economy Lab, speaks about research being done with ADP regarding the need for new, objective measurements of labor markets in the modern digital economy.

It’s Jobs Friday Without a Jobs Number: Here’s Where to Look for Alternatives

Wall Street Journal
Oct 03, 2025

Erik Brynjolfsson, Stanford HAI Senior Fellow and Director of the Stanford Digital Economy Lab, speaks about research being done with ADP regarding the need for new, objective measurements of labor markets in the modern digital economy.

Economy, Markets
Workforce, Labor
Media Mention
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
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