The Record — Summary

Marcus robbed a gas station when he was twenty-two. No weapon. He served four years and was released into a world that had decided four years was not enough. He has a GED, a forklift certification, and forty-seven applications that produced zero offers.

The entry points that historically absorbed people with records, warehouses, construction, food service, light manufacturing, the roles where showing up reliably and working hard was sufficient to start — are closing. AI-mediated screening eliminates him before a human sees the application. The background check is automated. The threshold is binary.

The AI system is not being unfair by its own standards. It is being efficient. It identifies the correlation between prior conviction and various employer-relevant outcomes and acts on the correlation. The correlation is real. The causation is not what the system assumes. The system cannot see that Marcus’s reliability is not predicted by his worst moment but by the six years since.

There are populations whose relationship to the formal economy was always conditional, always one crisis away from severing. The record population is the most visible, but the pattern extends to anyone whose path to employment required a human being to look past a signal and see the person. The human being is being removed from the loop.

The entry point is not a luxury. It is the mechanism through which the economy kept its implicit promise: that showing up and doing the work was enough to start. When the mechanism closes, the promise breaks, and the people for whom the promise was already precarious discover that the economy’s commitment to them was contingent on the cost of enforcement being lower than the cost of inclusion.