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LaborAtlas

The response

Who is actually reskilling America.

53 announced US workforce-training and reskilling programs, tracked from national news coverage, 2024–2026 — corporations, government, and philanthropies, with about $1.4B in stated commitments. Set that against the Atlas’s projected 12.4M displaced workers under transformative AI, and the scale of the response comes into focus.

Tracked $1.4B stated commitments 53 programs Top sectors: Skilled trades · Multi-sector · Manufacturing · Education Dots = city/metro programs (sized by $). Tinted states = statewide programs. National programs at right.

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About this tracker

What counts — and what the dollars mean.

Each entry is a workforce reskilling, retraining, upskilling, apprenticeship, or job-training program announced or described in US national news coverage, 2024–2026. Programs were surfaced from a news corpus of 60 outlets, then read and structured program-by-program. US programs only.

On the dollars. The headline figure is the sum of stated commitments, but those figures mix horizons and cost bases — a five-year corporate pledge and a one-time federal grant are not the same kind of dollar. Read the total as indicative of scale, not as additive spending. Where a program stated no dollar figure, it still appears; it just carries no amount.

Coverage, not a census. This tracks programs that made the news, so it over-represents large, national, and corporate announcements and under-represents small local efforts that never got covered. It is a picture of the visible response, not a complete registry.

Source: newsapi.ai training-programs corpus assembled for the Big Shift book (Bahar, in progress). Auto-extracted and pending editorial review — treat individual entries as draft. Displacement figure: BW-LaborShortages GE model, see Methods.