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Yale Budget Lab Urges Tax-Code Repairs Before New AI Levies

August 12, 2026 at 13:59 EDT

Policy & Regulation
Finance

The United States should repair the taxation of capital before inventing special levies for artificial intelligence, according to Martha Gimbel, executive director of The Budget Lab at Yale. The argument arrives as policymakers debate whether AI-generated wealth requires measures ranging from token taxes to public ownership stakes.

Aug. 12, 2026 · The Budget Lab at Yale

Fix the tax base before taxing AI

AI could expand the economy while moving more income toward capital, where exclusions and lighter taxation limit the federal revenue gain.

$216B

Maximum annual revenue gain in 2030

3.3%

Rapid real GDP growth scenario

51.3%

Labor share under rapid adoption

82%

Largest modeled reduction versus an unchanged income mix

Who receives the growth changes the tax yield

In the rapid scenario, holding labor and capital shares fixed would produce roughly twice the revenue gain.

1×

Shift toward capital

~2×

Shares held fixed

How AI growth reaches the Treasury

AI productivityRaises economic output

→

Income splitMore may accrue to capital

→

Tax receiptsExclusions limit collection

Repair first

Close familiar capital-tax gaps

Broaden the tax base and simplify rules that would remain weak with or without AI.

Dedicated levy

Target AI-created wealth directly

Public-equity and AI-tax proposals promise direct sharing but face design and implementation questions.

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