Access to capability × Governance coordination

The obvious policy win curdles from the inside. Verifying the chokepoint holds requires an auditor as capable as the audited, so regulator and regulated fuse into one institution with no external referee left. And if the regime actually works, nothing visible happens, which is exactly the condition under which a democracy dismantles a costly, paternalistic-looking success it can't see the benefit of. Access rights turn into a traded diplomatic asset (compute-for-bases), and a handful of safety teams' calls become the world's de facto speech policy by default, not design.

Unable to control the weights, coordination bites at behavior instead — continuous monitoring of compute, outputs, and use — so the corner that promised no wall buys a surveillance settlement instead, and civil liberties become the actual battlefield, not AI capability. The chokepoint doesn't vanish, it relocates one layer down to payment processors, insurers, and certifiers, who become the real regulator nobody elected. Done well this is a genuine governed commons with shared defensive tooling; done badly it's a hidden compliance tax that only large actors can pay.

Arms control worked because you can count silos; you cannot count cognition, so worst-case assumption becomes the only rational posture, permanently. Champion labs fuse with states until alignment research itself gets classified as a national secret — the one body of knowledge everyone benefits from sharing fragments into compartments, and whistleblowing becomes espionage. The few datacenters that exist become first-strike targets. Fragmentation still preserves some exit from any single global regime, though, and no one actor can dictate terms to everyone else.

It looks like pure chaos, but the real structure is the handful of stabilizers that emerge anyway. Regulatory havens host the riskiest deployments while panic regulation clamps down elsewhere, so nobody experiences governance as right-sized, and the offense-defense balance splits by domain rather than holding uniformly. As synthetic content saturates everything, trust re-physicalizes: notaries return, in-person verification becomes essential, and people voluntarily re-chokepoint themselves into curated, filtered realities — inviting the access oligopoly back in through the consumption layer.