







An overview of policy proposals to respond to the economic disruption from transformative AI.
Regulation & Market Design | Windfall Policy Atlas
What rules and institutional structures will shape how AI-driven economic value is created and distributed?

Public & Social Investments | Windfall Policy Atlas
How should governments allocate resources to maintain economic stability and ensure broad access to essential services during the AI transition?

March 2026 Global Dialogues Survey | Windfall Trust
Here’s what the world had to say about the AI economy

Wealth Capture Policies | Windfall Policy Atlas
What mechanisms can ensure AI-driven productivity gains are captured for the public benefit?

February 2026 Global Dialogues Survey | Windfall Trust
Windfall Trust is bringing together tech pioneers, economists, and policymakers to plan for a future where no one is left behind.

Global Coordination | Windfall Policy Atlas
How can international cooperation ensure the benefits of AI are shared globally?

Labor Market Adaptation | Windfall Policy Atlas
How can workers, firms, and education systems adapt to an AI-transformed economy?

OpenAI Calls for New Industrial Policy as AI Reshapes Economy and Governance
OpenAI’s policy paper argues that governments must adopt a new industrial policy to manage AI’s economic disruption.

Import AI 452: Scaling laws for cyberwar; rising tides of AI automation; and a puzzle over gDP forecasting
How much could AI revolutionize the economy?


What we can’t measure about AI – yet | Aeon Essays
The costs of transformative innovations are immediately clear: it’s the longterm gains that are hardest to understand


AI FOR EPISTEMICS & COORDINATION
Civilization and technology have radically improved the human condition. Nonetheless, the world sometimes goes in directions which essentially nobody would prefer — e.g., nuclear arms races, unexpected financial crashes, predatory marketing, or ubiquitous political misinformation.
AI Economy Institute - Microsoft Research
The AI Economy Institute (AIEI) is Microsoft’s flagship think tank dedicated to shaping an inclusive, trustworthy AI economy. We building a network of scholars and convening that network with our subject matter experts to explore how artificial intelligence is transforming work, education, and productivity – and making this knowledge base available to policy-makers, educators, and […]


