AI Automation Creates More Expert Work Not Less

AI doesn't replace expert knowledge workers - it multiplies demand for them. The self-reinforcing cycle behind the paradox: AI trains on recorded human competence, making rare skills cheap and widely available. That floods the market with same-looking output, which drives demand for the human judgment needed to frame, review, and differentiate. Experts then set new task frames that AI climbs, and

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Forbes

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