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Generative AI is compressing professional tasks like coding, financial analysis, and junior legal work before general-purpose factory robots mature. A 2026 Management Science study found coding assistants boosted completed tasks by 26.08% across 4,867 developers. Stanford's Canaries paper shows entry-level employment in AI-exposed occupations down 19%.
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