Editorial · 6 ARTICLES
Analysis
Honest, numbers-first guides on which degrees pay off, how AI is reshaping career paths, and what the federal data actually says about college ROI.
Editorial · Analysis
Going Back to School at 40: How AI Reshapes the Major Pick
The right major at 22 is often the wrong major at 40. A shorter working horizon and a steeper AI exposure curve invert several of the obvious safe picks.
Published 2026-05-21
Editorial · Analysis
The Two Risks Every Bachelor's Major Carries (And Why Most Rankings Show Neither)
39.4% of recent grads work jobs that don't need a degree. The rate by major ranges from 13% to 66%. We mapped that against AI exposure — the combinations are sometimes counterintuitive.
Published 2026-05-14
Editorial · Analysis
Same Degree, Different State: The 2026 Federal Loan Floor
The Education Department's new STATS rule ties federal loan eligibility to state earnings floors of $26K–$38K. Which bachelor's programs would fail.
Published 2026-05-01
Editorial · Analysis
The 2026 Student Loan Changes, By Major
Starting July 1, 2026, federal student loans operate under new rules. The payback math, major by major — who wins, who's locked out, what RAP changes.
Published 2026-04-27
Editorial · Analysis
AI-Proof Careers (and the Bachelor's Degrees That Get You There)
Most AI-proof career lists are vibes. We ran every bachelor's path through a pessimistic AI scenario — only 12 careers stay above 5× degree ROI. Here they are.
Published 2026-04-26
Editorial · Analysis
The Highest ROI College Majors in 2026
We analyzed 24,000+ degree programs using federal earnings data to find which college majors deliver the best return on tuition. Here are the results.
Published 2026-02-25