Anthropic’s researcher says one data point can clarify AI job risks. The metric, a simple measure of automation overlap, counters the doom narrative that AI will wipe out jobs. Companies can use the data to prioritize reskilling and adjust hiring plans. The finding urges a shift from fear to evidence‑based workforce strategy.