Here's a thought experiment: What happens when a region that already can't house its middle class suddenly mints tens of thousands of new multi-millionaires?
We're about to find out.
The AI boom isn't some distant hypothetical anymore. OpenAI, Anthropic, and a constellation of startups are vacuuming up talent and capital at a pace that makes the mobile era look quaint. If even half the optimistic projections are right, the Bay Area is staring down a wealth explosion — concentrated in a vanishingly small slice of the population — unlike anything we've seen since the dot-com days. Except this time, housing is already unaffordable, infrastructure is already strained, and the middle class is already hanging on by its fingernails.
The math is brutal. Senior AI researchers, early employees at the right startup, people sitting on the right equity grants — they're about to see life-changing paydays. Meanwhile, teachers, nurses, service workers, city employees, and even regular tech workers will be competing in the same housing market, the same grocery stores, the same school districts, against people whose net worth just jumped by seven figures overnight.
And here's the cruel twist: if AI actually delivers on its promise, it won't just enrich a few — it'll put downward pressure on the very knowledge workers who thought they were safe. As one local put it bluntly: "Either the AI hype is real and people lose their jobs, or the AI bubble collapses and people lose their jobs. It's probably going to be something in the middle, but we're in a precarious place right now."
That pretty much captures it. Another Bay Area resident described "an atmosphere of anxiety and burnout across the Bay Area" — the kind of low-grade dread that settles in when you realize the game is changing and nobody asked your permission.
So what's the liberty-minded response here? It's not to punish success or tax AI companies into oblivion. It's to finally, aggressively build. Build housing. Cut permitting timelines. Stop treating every new apartment building like an environmental catastrophe. The problem isn't that some people are getting rich — it's that decades of restrictive land-use policy have made it impossible for the region to absorb economic growth without crushing everyone else.
The AI boom doesn't have to be a disaster for normal people. But it will be if San Francisco keeps doing what it's always done: restrict supply, expand bureaucracy, and then act shocked when inequality gets worse.
The billboards promising an AI utopia are already going up. The question is whether anyone in City Hall has a plan for the people who have to live underneath them.
