DeepMind Institute
AI & Economy Research Program
AI is reshaping economies around the world. Google’s AI & Economy Research Program aims to advance our understanding of this transformation and help chart a course toward shared prosperity.
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Google's ATLAS v1.0
ATLAS (Activity, Task, Landscape, and Adoption Study) is the most comprehensive look to date at how real people are using AI at scale.
Read the full report here >
ATLAS’s first dataset (v1.0) is built from 15 million de-identified human-AI interactions across the Gemini App, AI Mode, and the Gemini API, spanning more than 150 countries, 140 languages, 800 occupations, and 4,000 tasks.
Dive deeper into the data here and see how AI is shaping work and life. Explore the interactive charts here >
Latest research from Google and collaborators
Google
Does AI Assistance Enhance or Erode Expertise?
Google | MIT FutureTech
AI in Science: Early Insights
Massachusetts Institute of Technology
Humans in the Loop: Evolution of work in early experiments with GenAI
Google
AI at Work: Workforce Case Studies and Experiments from Google Workspace
Google
Achieving Productivity Gains with AI-based IDE features
Massachusetts Institute of Technology
Building pro-worker artificial intelligence
Google | Ipsos
The Path to AI Fluency
Google
Is AI Impacting Entry-Level Jobs
Google | Ipsos
Our Life with AI
Google Deepmind | Innovation Growth Lab
AI in Science: Evidence of Impact from AlphaFold 2
Google Deepmind | University of Toronto
Virtual Agent Economies
Massachusetts Institute of Technology
Expertise
Google | Public First
AI Works 2025 Research Report in the UK
Andrew McAfee
The Economic Impact of Generative AI
Google
Lessons from the history of technology and the economy
Latest perspectives
AI for the Economy Forum: Innovation and Adaptation in a New Era
AI for the Economy Forum, hosted by Google and MIT FutureTech, in Washington D.C. convenes policymakers, industry leaders, labor experts and academics to have a substantive dialogue on the practical steps needed to navigate AI’s challenges, empower and support the workforce, and ensure that AI’s economic benefits reach everyone.
Fabien Curto Millet and Diane Coyle | The Washington Post
Here’s what really affects jobs in the age of AI
David Autor and James Manyika | The Atlantic
A Better Way to Think About AI
Q&A with Martin Baily | The Atlantic
AI, Productivity, and Jobs
Q&A with Sal Khan | The Atlantic
The New Learning Curve
Fabien Curto Millet | Google Blog
Will AI-powered scientific discovery catalyze economic growth?
Google Whitepaper
Powering a new era of American innovation
Google Whitepaper
AI Pioneers: How Countries are Seizing the AI Opportunity
Google Whitepaper
A Policy Framework for Building the Future of Science with AI
Erik Brynjolfsson and Maya Kulycky | The Atlantic
Transforming Human Labor
Fabien Curto Millet | WEF blog
AI-driven growth and navigating the path to new markets
James Manyika | The Digitalist Papers
A 2050 thought experiment on how to get AI right
James Manyika and Michael Spence | Foreign Affairs
Can artificial intelligence reverse the productivity slowdown?
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Bloomberg Philanthropies
Harnessing the Power of AI
Dialogues on Technology & Society
AI & economic opportunity in Africa
Wall Street Journal
How AI Is Shaping the Future of Work
Lawfare
Scaling Laws: Productivity Boom? Labor Shock?
National Governors Association
Reigniting the American Dream
World Intellectual Property Organization
AI on the Brink: Google Chief Economist Curto Millet on the Future of Artificial Intelligence
London School of Economics
Are jobs getting better?
Federal Reserve Bank of San Francisco
AI's Economic Impact: Industry Adoption, Jobs, and Future of Work with Google Chief Economist
World Economic Forum
“Trillions of dollars added to the economy” - Google’s chief economist on the macro impact of AI
Bloomberg Philanthropies