− HEALTH — A reasoning model hit 88.6% diagnostic accuracy on clinicopathological cases. In the same window, a five-hosp…+ HEALTH — A reasoning model reached 88.6% exact or near-exact accuracy on clinicopathological cases.+ EDUCATION — Small-scale district pilots report gains for students who previously had no outside tutoring access.− POLICY — Post-market monitoring standards for clinical AI tools remain unsettled as clearances accelerate.− LABOR — The labor market's two truths: large projected role creation and concentrated, measurable displacement.− LABOR — Employment for coders aged 22–25 has fallen roughly 20% against its late-2022 peak.+ LABOR — New AI-adjacent skills already carry wage premiums in 1 of every 10 job postings in advanced economies.− LABOR — Current estimates vary 5x depending on methodology.
Sunday, July 12, 2026
TruvaceThe trace, not the pitch
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Labor·The Trace·Published 2026-03-27

Jobs created vs. jobs displaced

The labor market's two truths: large projected role creation and concentrated, measurable displacement.

TRV-2026-0004Official statistics ×2Permanent record — cite & verify
Jobs created vs. jobs displaced

"Work Manufactures Edited 2020" by chimpwithcan is licensed under CC BY 2.0. To view a copy of this license, visit https://creativecommons.org/licenses/by/2.0/.

The quick read

The labor market's two truths: large projected role creation and concentrated, measurable displacement.

machine summary
Gain

170 million new roles projected globally through 2030.

Problem

Developer employment ages 22–25 down ~20% versus late-2022.

What this doesn’t fix

Aggregate job creation and cohort-level displacement can both be true at once; neither figure tells an individual displaced worker where they land.

Sources

The debate