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Public & Social Investments

How should governments allocate resources to maintain economic stability and ensure broad access to essential services during the AI transition?

As AI systems grow more capable, governments face pressing questions about fiscal response. How should they structure transfers, safety nets, and public investments in an economy where the labor share of income may decline?

These challenges vary by context. Leading AI nations may seek efficient ways to reallocate tax revenues from AI profits into direct public provision. Countries with large AI-exposed workforces may require robust safety nets to cushion displacement. Many nations are already investing significantly in infrastructure to support AI development and adoption.

In general, governments must be prepared to respond fiscally to a wide range of scenarios during an AI-driven economic transition. If significant disruption materializes, effective spending policies could prove essential to maintaining economic stability and social cohesion – particularly in scenarios where labor market interventions alone are insufficient to absorb displaced workers.

Strategic Public Investments

These policies aim to preserve employment, smooth transitions into new roles, and ensure AI capabilities remain broadly accessible rather than concentrated among a few firms.

Sectoral Subsidies

Public investment in sectors delivering public value and supporting employment

Employer Tax Breaks

Fiscal incentives for employers who invest in retraining or hire displaced workers.

AI Infrastructural Investments

Government funding for compute infrastructure or energy to increase competitiveness or democratize AI access.

Redistribution Mechanisms

These policies aim to translate AI-driven productivity gains into direct household income, maintaining consumer demand and individual agency even if labor income declines significantly.

National Dividend Funds

Public ownership stakes whose profits are distributed as cash payments to all citizens.

Universal Basic Income

Unconditional, regular cash payments to all citizens regardless of employment status.

Tax Credit Expansion

Scaling-up tax credit programs to to reach a broader set of workers.

Explore Other Policy Domains

The Atlas organizes policy responses to the economic impacts of AI into five domains

Labor Market Adaptation

Helping workers and institutions adjust to AI

Wealth Capture

Ensuring AI generated wealth benefits society

Regulation & Market Design

Rules that shape AI markets and corporate

Global Coordination

International cooperation on AI impacts

Securing humanity's AI future

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