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Jul 25, 2026 · Artificial Intelligence

Why AI’s Biggest Value Is Not Speed but Redesigning Work

The author outlines four AI adoption levels—from automating routine tasks, to extending capabilities, to expanding cognitive boundaries, and finally becoming a collaborative partner that reshapes entire workflows—arguing that AI’s true value lies in redesigning work rather than merely speeding it up.