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

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.

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.

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.

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.

Stanford professors Melissa Valentine and Michael Bernstein unveil a new model for work organizations, highlighting a dynamic approach to assembling global teams of experts for on-demand projects.

Stanford professors Melissa Valentine and Michael Bernstein unveil a new model for work organizations, highlighting a dynamic approach to assembling global teams of experts for on-demand projects.

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.

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.
Co-author Erik Brynjolfsson discusses the "largest scale, most real-time effort" to quantify AI's impact on labor markets so far.
Co-author Erik Brynjolfsson discusses the "largest scale, most real-time effort" to quantify AI's impact on labor markets so far.

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.
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.



Erik Brynjolfsson, HAI Senior Fellow and Director of the Stanford Digital Economy Lab, speaks about AI's policymakers' roles in preparing for AI impacts on the labor markets.
Erik Brynjolfsson, HAI Senior Fellow and Director of the Stanford Digital Economy Lab, speaks about AI's policymakers' roles in preparing for AI impacts on the labor markets.

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

Erik Brynjolfsson, Senior Fellow of HAI and Director of the Stanford Digital Economy Lab, writes about how the AI ‘dividend’ may not be evident yet in estimates of gross domestic product but it’s making life better and more productive.
Erik Brynjolfsson, Senior Fellow of HAI and Director of the Stanford Digital Economy Lab, writes about how the AI ‘dividend’ may not be evident yet in estimates of gross domestic product but it’s making life better and more productive.