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Oct 16, 2026 · Artificial Intelligence

AI Gives Everyone a Virtual Expert Lab, But Demands Strategic Judgment from Day One

Google Research VP Yossi Matias argues AI automates entry-level research tasks, giving everyone a virtual expert lab, but forces early-career professionals to develop strategic judgment and cross-disciplinary synthesis previously gained only after years of experience.