Stanford/ADP claim check - AI exposure and early-career employment

Primary source

• Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial Intelligence (Stanford Digital Economy Lab)

Claim being checked

In the Tristan Harris editorial discussion, a key claim is that young, entry-level workers in AI-exposed jobs are already seeing meaningful employment decline.

What this source supports

• The analysis uses ADP payroll data and focuses on differential effects across worker age groups in AI-exposed occupations.
• It reports materially worse outcomes for younger workers relative to older cohorts in the most exposed categories.
• Public summaries of the work often cite a roughly 13% relative decline for ages 22-25 over the observed period, but exact percentages can vary by version/date window of the dataset and controls.

How to use this in sAIfe Hands

• Treat this as a claim-check anchor for labor-disruption statements in mainstream interviews.
• Pair it with: Tristan Harris - What the World Looks Like in 2 Years
• See also: The Diary of a CEO AI Landscape Map