Windfall Policy Atlas

Looking for a specific policy?

This Atlas is a collection of over 48 policy proposals to respond to the economic disruption from transformative AI. By using the filters below, you can narrow our list to the policies that are most relevant to your interests.

Risk Horizon

Governance

Who It Affects

Workers

Households

Small Businesses

Creators & IP Holders

Global South

AI Developers

Firms

AI Infrastructure Providers

Public Institutions

Decision Maker

Legislators

Regulatory Agencies

Multilateral Bodies

Courts

Private Actors

Public & Social Investments

Support systems for citizens during economic description

Labor Market Adaptation

How can workers, firms, and education systems adapt to an AI-transformed economy?

Wealth Capture

What mechanisms can ensure AI-driven productivity gains are captured for the public benefit?

Regulation & Market Design

What mechanisms can ensure AI-driven productivity gains are captured for the public benefit?

Global Coordination

How can international cooperation ensure the benefits of AGI are shared globally?

Sectoral Subsidies

Employer Tax Breaks

AI Infrastructural Investments

Unemployment Benefits

Universal Basic Services

Job Guarantees & Public Works Programs

Wage Insurance

National Dividend Funds

Universal Basic Income

Tax Credit Expansion

Labor Market Adaptation

How can workers, firms, and education systems adapt to an AI-transformed economy?

Wealth Capture

What mechanisms can ensure AI-driven productivity gains are captured for the public benefit?

Shortened Work Weeks

Union & Bargaining Rights

Skill Gap Analyses

Workforce Training and Reskilling Investment

Entrepreneurship & Small Business Support

AI Literacy Training

Lifelong Learning Programs

Vocational Training & Apprenticeships

Regulation & Market Design

What mechanisms can ensure AI-driven productivity gains are captured for the public benefit?

Global Corporate Tax

Wealth Taxes

Consumption Taxes

Automation/Robot Taxes

AI Equity Taxation

Universal Basic Capital / Equity

Sovereign Wealth Funds

Data Compensation

Windfall Clause

Global Coordination

How can international cooperation ensure the benefits of AGI are shared globally?

Intellectual Property Reform

Regulatory Agencies

AI Liability

Legal Economic Personhood

Public Utility Regulation

Regulatory Markets

Fiscal Automatic Stabilizers

Monetary Policy Responses

Antitrust Law

Public Benefit Corporations

Fiduciary Mandates

Public Board Representation

Minority Public Ownership

Procurement Policies

Public-Private Partnerships

Benefit-Sharing

Global Dividend Funds

Restructuring International Organizations

Development Banks

Public & Social Investments

Support systems for citizens during economic description

Rate of Disruption

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© 2026 Windfall Trust. All rights reserved.

Securing humanity's AI future

© 2026 Windfall Trust. All rights reserved.