The plan is out. The five pillars are written. The question now is whether anyone in Washington will pick them up — and whether, if they do, the whole thing holds together.
The proposal, published on a science blog with about a million monthly readers, makes a blunt case: the AI boom, left to itself, concentrates wealth. A handful of giant tech companies own the tools, the data, the compute.
Everyone else watches. The author — unnamed in the plan — argues that is fragile. Broad participation, the piece contends, makes the boom durable.
Give everyday Americans a direct stake, and you reduce both concentrated wealth and political backlash. So the technical reality is five specific policy pillars.
The first, “Keep Your Check,” zeroes out federal income tax for under-35s earning under $500,000 and for everyone earning under $100,000. That is a lot of people not paying tax. The second, “Have the Kids,” pairs refundable birth allowances with tax-free first-home savings accounts.
The third, “Have an Affordable Home,” pushes housing reforms and incentives so families can live near jobs. The fourth pillar targets startup founders directly. “Found It Here” proposes a 100% capital gains exclusion on startup equity and permanent R&D expensing.
The fifth, “Adopt AI Fast,” is the one that gets under the hood. AI Adoption Allowances, compute vouchers, full expensing for small and mid-size businesses — so AI tools reach the local clinic, contractor, and accountant, not just the hyperscalers.
But here is the risk. The plan is ambitious. It is also expensive.
Zeroing income tax for under-35s earning under half a million dollars, plus everyone under $100,000, would blow a hole in federal revenue. The author frames it as pro-growth, pro-family, pro-entrepreneur — but growth takes time.
Tax cuts hit the ledger immediately. The birth allowances and first-home savings accounts add cost. The housing reforms require state and local cooperation, which is never guaranteed.
The capital gains exclusion and R&D expensing benefit startups, but startups fail. The AI Adoption Allowances and compute vouchers depend on the government buying and distributing compute capacity — a task it has not historically done well. What could go wrong next is straightforward.
Congress could ignore it. Or a faction could adopt parts and drop others — take the tax cuts, leave the housing reforms.
That would concentrate the benefits even further. Or the plan could pass in some form but be gamed: high earners restructuring income to stay under the caps, startups incorporating and dissolving to capture multiple capital gains exclusions, compute vouchers resold on secondary markets. The author’s core idea is simple: a pro-growth, pro-family, pro-entrepreneur tax plan that puts broad AI participation at the centre of a sustainable economic boom.
It is framed as an alternative to a future where the AI revolution makes only a few people rich. But alternatives need champions.
They need legislative text. They need votes. Right now, the plan exists on a blog.
It reaches a million people a month. That is a start. But the distance from a blog post to a bill is long, and the distance from a bill to a durable, broad-based AI economy is longer.
The five pillars are designed to close that distance. Whether they actually do depends on what happens next — and on whether the risk of concentrated wealth is enough to move the people who hold the power to concentrate it.
