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"It Learns from Talking to Me"

This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.

State

A chat correction teaches a language model nothing in the training sense — training and use are separate regimes, and conversation is use.

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The friend who says "I corrected it yesterday, so it knows now" has confused a context window with a curriculum.

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The register error underneath: confusing what a system does at inference with what shaped it in training.

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