HumanCost.ai

How much is AI really costing workers? We separate what's claimed from what's verified.

Pulse The Ledger JOLTS Attribution Sources

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How to trust this. The official jobs data (JOLTS) measures how many jobs end, but never why. “Caused by AI” is a claim — so we tag every layoff on two separate questions (did it happen · is it AI) and never blur them. Coverage skews to tech and large firms. We surface claims; we do not certify that AI caused any specific job loss.

Data & methodology are open — corrections welcome via the repository. Built on the IranWar.ai lineage — The Word against the Flood.