A proposed US tax on AI tokens is reviving a 1990s debate over whether to tax the basic units of digital activity. Garrett Watson and Andrew Lautz argue that a charge tied to model usage could raise costs for AI providers and their customers, much as an earlier proposal to tax internet data was opposed as a drag on growth.
Watch Desk analysis
What happened
Representatives Greg Casar and Sara Jacobs have introduced legislation to create a “token tax”, according to an opinion article by Watson and Lautz in City Journal. The authors, who are vice-president and senior director at the Tax Foundation, describe tokens as the units of data large language models process when interpreting and generating text.
Their comparison is the proposed “bit tax” of the 1990s: a small charge on data storage. They say Congress and President Bill Clinton sought to prohibit state bit taxes through the 1998 Internet Tax Freedom Act, amid concerns about complexity, neutrality and economic growth. The authors argue that a usage-based AI levy risks similar problems. Their article does not establish the proposed bill’s final terms or what it would cost users.
Why it matters
A tax calculated per token would connect the bill’s cost directly to how much AI is used. The authors argue that providers could pass those costs on to customers, making more frequent use more expensive. Their internet-tax analogy is a warning, not proof that an AI levy would have the same effects: the proposal’s actual design will matter.
The live argument is not simply whether AI should be taxed. It is whether a usage-based charge is a sensible way to raise revenue or a blunt instrument that could discourage useful applications along with wasteful ones. Tax policy does enjoy finding an old argument and giving it new hardware.
Our read
This is a policy proposal worth watching, not a settled tax or a forecast we should take on trust. Watson and Lautz make a clear case against the levy, but the reader’s next useful question is what the legislation would charge, who would pay and whether it includes safeguards for smaller users.
What to watch
- The bill’s actual rate, scope and definition of taxable tokens.
- Whether lawmakers propose exemptions or changes as the legislation advances.
- Whether supporters explain how the revenue would be used and answer the authors’ concerns about costs.
Discussion spark: Should AI usage be taxed per token, or would that risk making useful applications more expensive along with the wasteful ones?
Sources and evidence
- A “Token Tax” Could Kill the Promise of AI (26 October 2026, 21:00 UTC)
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