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Exciting advances in generative artificial intelligence (AI) have sparkedconcern for jobs, education, productivity, and the future of work. As with pasttechnologies, generative AI may not lead to mass unemployment. But, unlike pasttechnologies, generative AI is creative, cognitive, and potentially ubiquitouswhich makes the usual assumptions of automation predictions ill-suited fortoday. Existing projections suggest that generative AI will impact workers inoccupations that were previously considered immune to automation. As AI's fullset of capabilities and applications emerge, policy makers should promoteworkers' career adaptability. This goal requires improved data on jobseparations and unemployment by locality and job titles in order to identifyearly-indicators for the workers facing labor disruption. Further, prudentpolicy should incentivize education programs to accommodate learning with AI asa tool while preparing students for the demands of the future of work.

Brief for the Canada House of Commons Study on the Implications of  Artificial Intelligence Technologies for the Canadian Labor Force: Generative  Artificial Intelligence Shatters Models of AI and Labor