Four months of work. Sixteen essays. One framework for what society owes its people during the AI transition.
That’s what we shipped. Not a policy brief. Not a manifesto. A set of arguments — grounded in data, written in plain language — about the sixteen things a society has to get right if it wants to survive what’s coming with its humanity intact.
We call it Foundation. It grew out of two years of work under the name Universal Basic Citizenship, and we changed the name because the old one required two minutes of throat-clearing before anyone could hear the actual idea. Foundation is what it always was: the infrastructure that makes citizenship real.
This is not Universal Basic Income. It’s not a check. A check doesn’t fix your water system or keep your hospital open or make sure your kid’s school has a teacher who isn’t also moonlighting as a grocery stocker. Foundation is sixteen interdependent components — healthcare, education, food security, housing, mental health, safety, sustainable energy, transportation, digital access, civic participation, economic security, legal protection, skills training, accessible education, thought privacy, and clean water. Each one is a load-bearing wall. Pull one out and the whole structure shifts.
Each essay explains what the component means, why it matters, and what it looks like when it actually works. Every claim is tied to data — not because numbers make arguments true, but because arguments without numbers are just opinions with better formatting. And they’re written in the kind of language where you don’t need a policy degree to follow the logic, because policy that only experts can read isn’t really public policy. It’s a private conversation with a public-facing door.
The portal is live at humanityandai.com/foundation/. You can browse all sixteen essays, see how the components connect to each other, and contribute through GitHub Discussions or through the simple feedback forms on every page. Name optional. Email optional. Disagreement encouraged.
I keep getting asked why this work comes out of Oklahoma. People expect this kind of framework from a think tank in Washington or a research lab in the Bay Area. They don’t expect it from a guy whose grandfather served in the state legislature and whose family has been in public service for three generations. I was a Senate page at fifteen and building congressional databases at eighteen. I didn’t study policy in the abstract. I grew up inside the machinery.
And Oklahoma is exactly where this framework should be tested, because Oklahoma is where the contradictions are sharpest. We have 22,000 abandoned oil wells that the Well Repurposing Act is positioning for conversion to geothermal energy. We have a Chief AI Officer, Tai Phan, four months into his role pushing “accountable innovation.” We have twelve AI-related bills moving through the current legislative session — chatbot safety, responsible technology in schools, data center infrastructure costs, well repurposing. The state that ranks 50th in education and first in abandoned wells is quietly becoming one of the most AI-active legislatures in the country.
Foundation isn’t abstract. It isn’t aspirational. It’s a framework being built in the place where the gaps are real and the solutions have to work for people who can’t afford to wait for a pilot program. Every component was written with Oklahoma in front of mind — not because the problems are unique here, but because if the framework works in a state where the systems are most strained, it works anywhere.
A framework written by one person isn’t a framework. It’s a proposal. Foundation becomes real when it’s shaped by the people it’s meant to serve. That’s the whole point of publishing early, publishing openly, and asking the hardest question a policy writer can ask: what are we getting wrong?
The portal is open. Come build this with us.
— David