Essay
The Next AI Fight Is Over the Right to Leave
As AI systems learn our preferences, projects, and workflows, portability will determine whether model choice becomes customer power.
The Race
AI is changing who has power. It can give workers, communities, public institutions, and smaller organizations new capacity—or concentrate control in dominant companies, governments, and technical elites.
Who gains capacity? Who loses agency? Who gets to decide?
How The Race works →Latest scoreboard
Leaning Toward Concentration, but Still Contested
Window still open
July’s strongest public actions show that the window of contestability remains real. States can create enforceable duties. Regulators can reach critical providers. Competition authorities can require access at controlled platform layers. Communities can organize, pause, appeal, and sometimes alter infrastructure trajectories. Public institutions can also begin to purchase shared capacity rather than merely subsidize private scale.
But the month’s harder-to-reverse developments point in the opposite direction. Power and compute were committed for long periods. Federal agencies became gatekeepers for sites, recipients, and suppliers. AI providers moved deeper into institutional and personal operating layers. Firms began reorganizing teams and authority around AI before worker-side institutions could respond. The central July lesson is therefore not that the window closed. It is that the actors capable of making durable commitments are still moving faster than the institutions capable of contesting them.
Read the latest Scoreboard Review →Selected arguments
Essay
As AI systems learn our preferences, projects, and workflows, portability will determine whether model choice becomes customer power.
Signal
The federal government is becoming the gatekeeper for a privately owned AI infrastructure system. That combination concentrates power—and creates structural incentives for corruption.
Signal
AI is not simply replacing jobs. It is compressing teams, shifting work outside firms, concentrating implementation expertise, and changing who holds authority. The early workforce struggle is over who controls the redesign—and whether workers can contest it.
Keep exploring
A shared framework
AI power is not being determined in one place. The lanes are not separate races. They are eight views of the same one.
Explore the Eight Lanes →