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AI Automation Creates More Expert Work Not Less

FORBES·May 23 ago·3 min read
Photograph via Forbes
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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 the cycle resets.

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…

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 the cycle resets.

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