







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?

3: Consulting the Record: AI Consistently Fails the Public - AI Now Institute
Amid the excitement over AI’s (speculative, hypothetical) potential, we have lost sight of the sobering reality of its present and recent past. AI is already intermediating critical social infrastructures, materially reshaping our institutions in ways that ratchet up inequality and concentrate power in the hands of the already powerful. It is consistently deployed in ways […]

Report - Brace for Impact: Protecting People and the Economy when the AI Bubble Bursts — Open Markets Institute
Our report in partnership with Americans for Financial Reform outlines vulnerabilities in the financial system and wider economy that could intensify an AI crash into the next financial crisis, and provides steps that policymakers can take to mitigate the damage and protect everyday people from bear


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 […]
