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"Almost Every Job Has Tasks That AI Can Change": Brynjolfsson on What Actually Protects Workers

Erik Brynjolfsson argues almost no job is fully automatable but almost every job has tasks AI can change, and that what protects workers is framing good questions and owning the outcome — AI fluency alone is like email fluency in 2005. He cites a 19% employment gap for 22–25-year-olds in AI-exposed jobs, and a study of 51 AI deployments in which 77% of problems were non-technical (change management, data quality, process redesign) and only 45% of deployments reduced headcount.

Why it matters

List your tasks in two columns — ones AI could replace and ones it could improve — then deliberately move your time toward the second before someone else decides for you. Early in your career, go after the judgment, checking and client-facing work that remains once routine junior tasks are automated.

Read at Stanford Graduate School of Business

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