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philippdubach.com faviconThe AI Quality Ceiling: Why Domain Expertise Is Appreciating - philippdubach.com

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AI output quality converges to the mean due to structural limits in next-token prediction, RLHF, and model collapse, making domain expertise more valuable as humans catch AI's subtle errors.