Most of the 756 occupations tracked by the Anthropic Economic Index show zero observed AI usage, concentrated in hands-on physical occupations¶
Claim · All claims
Evidence · 1 study · associationalr1·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person · recheck by 2031: baselines and conditions change
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
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q2 i? As of the AEI's most recent release, 54% of the 756 occupations it tracks show zero observed AI usage, concentrated almost entirely in hands-on physical occupations such as skilled trades, transportation, agriculture, and food service. → aei-zero-usage
Evidence¶
aei-zero-usage¶
Jacobs, B. (2026, September). Task automation, worker augmentation: Opportunities for career and technical education in the heartland. Digital Promise. https://doi.org/10.51388/20.500.12265/317
q2 · i? · associational · r1
Analysis of the Anthropic Economic Index, which tracks how AI models are used on the job task by task, mapped to standard occupational classifications. The brief reports "54% of the 756 occupations AEI tracks show zero observed AI usage," concentrated in hands-on physical occupations. Heartland-common occupations including electricians, welders, and nursing assistants show minimal current AI usage share on this measure.
"As of its most recent release, 54% of the 756 occupations AEI tracks show zero observed AI usage; these tracks are concentrated almost entirely in hands-on physical occupations: skilled trades, transportation, agriculture, and food service"
Discussion¶
Related Claims¶
- Demand for AI skills spans non-technical sectors, with 75% of companies planning AI adoption by 2027 — related
- The gap between technical AI exposure and actual employer adoption is a limited opportunity window for CTE programs to shape adoption — related
- AI adoption at work shows generational and occupational patterns, with younger workers and tech, professional services, and finance fields more likely to use AI — related
- Workers ages 22 to 25 in the most AI-exposed US occupations experienced a 16% relative employment decline following widespread generative AI adoption — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
aei-majority-occupations-zero-ai-usage |
title |
Most of the 756 occupations tracked by the Anthropic Economic Index show zero observed AI usage, concentrated in hands-on physical occupations |
description |
Most of the 756 occupations tracked by the Anthropic Economic Index show zero observed AI usage, concentrated in hands-on physical occupations |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
recheck_by |
2031 |
generated |
by process:wiki-ingest on 2026-10-09 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — aei-zero-usage |
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