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  • Why AI Helps Beginners More Than Experts — And Why That Matters

    Research with customer-support agents, software developers, and consultants shows a surprising pattern: generative AI often delivers its biggest productivity gains to less experienced workers. That does not make experts obsolete. It changes where expertise creates value.

    Orhun Begendi 12 min read Productivity

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