
Karpathy Scores Every US Job for AI Exposure
Andrej Karpathy scored 342 US occupations on a 0-10 AI exposure scale using BLS data - 42% of jobs score 7+, representing 59.9 million workers and $3.7 trillion in wages. He then deleted the GitHub repo.

Andrej Karpathy scored 342 US occupations on a 0-10 AI exposure scale using BLS data - 42% of jobs score 7+, representing 59.9 million workers and $3.7 trillion in wages. He then deleted the GitHub repo.

Anthropic's new 'observed exposure' metric ranks 800+ occupations by actual AI usage, not just theoretical risk. Computer programmers top the list at 75%. Unemployment hasn't spiked - but young workers entering exposed fields are finding fewer jobs.

A 439,000-worker construction shortage is delaying AI data centers while electricians command $200K salaries and Big Tech scrambles to fill the gap.

Challenger Gray data shows AI-attributed layoffs hit 55,000 in 2025, a 12x increase from two years prior, but economists at Oxford and Yale say companies may be using AI as a convenient pretext for cuts they planned anyway.