Economist: most published math papers are right, econ papers are wrong — and that's why AI lags

paulnovosad · x · 2026-10-10

Economist Paul Novosad argues AI finds it harder to surpass humans in economics than in math because most published math papers are correct while most econ papers are wrong. Worse, the written record misleads: it suggests diff-in-diff studies failed over standard errors or negative weights, when the real issue is that most DiD studies were poorly conceived and violated the method's assumptions — knowledge that lives mainly in researchers' heads. So even very good models will keep giving doctrinaire advice like "use distance to coast as an IV."

Related event: Economist: AI Will Struggle More With Economics Because Most Papers Are Wrong(3 posts)→

Original post →

More from AGI Musings

AGI Musings channel →