SW StudyWalks

Artificial Intelligence  /  AI 0520  ·  Atom · ~20 seconds

Fluency, Decoupled Again

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Fluency was our species' proxy for understanding, and industrial language models have decoupled the two — making the old proxy more dangerous, not less.

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Unit 1's chatbot lesson returns at a quality level its era never imagined; the reflex it warned against now meets far better bait.

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Confidence in the output is cadence, not calibration — read it as a claim to be tested.