Podbit · Modern Wisdom
The IRS knows your income (ground truth) and writes much of the tax code. There is literally no technical barrier to building an LLM that files your taxes with you, saving millions of Americans accountant fees. The reason it doesn't exist is political will, not capability — and that's exactly Klein's point about needing a public-goods agenda for AI.
Where this was said
At 1:07:00 · chapter starts 59:47
Klein rejects the deregulation-versus-regulation framing on AI entirely: he wants much more AI regulation in some areas and much less friction in others. His central concern is power concentration — he has covered Demis Hassabis, Sam Altman, and Dario Amodei and does not want any of them holding unaccountable power. He notes the gap between OpenAI's stated desire for regulation and Greg Brockman's super PAC funding campaigns against AI regulation candidates. But Klein's more distinctive contribution is on the demand side: what should AI actually do for the public? He argues the private sector has an AI agenda (profit) while the public sector only has a list of things it wants to prevent. AlphaFold solved protein folding because the Protein Data Bank was the world's cleanest scientific database — a data infrastructure investment that enabled the breakthrough. The IRS already knows your income and writes much of the tax code: there is no technical reason it cannot build an LLM tax assistant. Orphan diseases — rare conditions like his wife's — receive little research funding because there is no market; an Operation Warp Speed-style advance market commitment could change that. The public needs to ask not just what it fears from AI but what it wants.
Klein cited a Washington DC case where publicly funded affordable housing units cost approximately $1.2 million each to build.
A developer in DC built affordable housing at ~$800K per unit while market-rate units next door cost ~$400K — the opposite of what the subsidy was meant to achieve.
The private sector has an agenda for AI — profit. The public sector only has a list of things it doesn't want AI to do. Klein argues for a positive public-goods vision: AI drug discovery for orphan diseases, an IRS LLM that does your taxes, government services made legible through AI. We need to ask what we want, not just what we fear.
Klein cited AlphaFold as AI's most impressive achievement, made possible by the Protein Data Bank — arguably the world's cleanest scientific database.
Klein argues the IRS already has sufficient data to build an AI tax concierge that handles returns for most Americans, eliminating the need for accountants.
Fei-Fei Li went back to Stanford from Google in 2018 specifically to build a multi-stakeholder governance framework for AI. Her argument: market forces are not societal norms. Just as biology uses IRBs and cars have safety laws, AI needs layered oversight from educators, governments, and the public — not just a few industry titans.
Andrew Santino's personal MCU of political villains is collapsing. He and Bobby speculated that a circulating photo of Mitch McConnell with a Chinese official was AI-generated compositing two separate images.
Mass surveillance is here to stay. The real battle isn't stopping cameras — it's ensuring judges and laws keep that data out of family court and civil disputes, admitting it only for violent crimes and national security. The surveillance economy currently yields more upside than downside, but only if we build the legal guardrails now.
When people cite Scandinavia as proof socialism works, Galloway says they've got it backwards. Northern Europe runs highly competitive free-market economies with more competition in many sectors than the US — they just make sure taxes are actually paid and redistributed. Billionaires and universal healthcare can coexist.
Two percent adjustments to income tax and stamp duty tweaks are deck-chair rearrangements. The UK's competitiveness hinges on four structural levers: currency valuation, energy costs, regulatory burden, and tax rates. Devalue the pound, build 56 nuclear plants, slash red tape, introduce a flat tax — and the country transforms.
Lisbon had one of Europe's worst heroin crises. Then Portugal legalised drugs and redirected all enforcement money into rehabilitation and housing. Crime collapsed. Addiction fell. Then politics moved the money elsewhere, and the problem started creeping back. Chesterton's Fence: you forget why you were spending that money.
Congress passed the Boland Amendment 411 to 0, explicitly banning CIA and Defense Department funds for the Contras. Reagan signed it — then immediately moved the operation deeper underground, essentially responding to a bipartisan prohibition by going more illegal.
The CIA planted mines in Nicaraguan commercial harbors, wrote the Contras' press releases taking credit, and promptly blew up ships from four allied nations. The Wall Street Journal broke the story, Congress erupted, and the Boland Amendments multiplied.
Oliver North was a decorated Marine and devout Catholic with zero covert operations experience. He ran the entire shadow war against Congress — planes, airstrips, arms shipments, shell companies — learning on the job. And by every operational measure, he crushed it.
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