Truth Check/3 October 2026

“45 of 47 selected construction-related occupations - or about 96% - are classified as having 'low' or 'moderate' relative AI exposure. Only two occupations are classified as having 'high' exposure, and none are classified as 'very high'”

The claim as it travelled: NAHB Eye on Housing, 1 Oct 2026.

NAHB's analysis counts the 45 of 47 from the BLS table and names the two 'high' occupations: construction managers, and construction and building inspectors.

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NAHB: 45 of 47 construction occupations sit in the BLS's low or moderate AI-exposure bands; only managers and inspectors rate high

An NAHB reading of the Bureau of Labor Statistics' new AI-exposure table, published 1 October. The measure says whether AI could assist with a job's tasks; the BLS says it does not predict job losses - which is not how the trade press carried it.

Every claim we have checked, in the Ledger.