Reporting archive
Evidence on AI and work
Reporting archive

Atlas just graduated from party tricks to plant duty, turning an upload into a shift and forcing factories to rewrite the org chart.

Investors have stopped rewarding “AI layoffs,” so the real reset will arrive as missing job postings, unfilled roles, and headcount that drifts down without a headline.

Morgan Stanley just turned AI talk into a headcount—200,000 by 2030—and the real risk isn’t the cuts, it’s ripping out the apprenticeship that kept banks competent.

On day one of 2026, Illinois made outcomes a liability and Texas put an investigator in your workflow, turning bias audits into survival tools and ZIP codes into hazards.

Follow the budget, not the demos: 2026 is when enterprises swap hiring dollars for auditable AI agents—and even the layoffs will say “AI” whether or not the math does.

Seventeen thousand wasn’t just a number—it was the moment “AI-first” became the staffing model, turning junior work into utilities and rewiring the rest around machine speed.

Remote made work scalable—and legible enough for AI to take the keyboard first.

The biggest labor shock of 2026 won’t be layoffs—it’ll be the openings that never appear as AI quietly absorbs the marginal work.

Vanguard’s ledger flips the script: AI‑exposed office roles are growing faster and getting paid more as models strip out boilerplate and push humans into higher‑leverage work.

AI’s hit isn’t the headline layoffs—it’s the sudden thinning of the payroll-tax hose as Social Security’s depletion clock ticks.