Context Is Not Training
This video presents the same text shown beside it, spoken and on screen. It adds nothing the text does not say.
State
During a conversation, a language model's knobs do not move — what changes is the context, the words attention reads.
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A correction shapes replies for the rest of the session because it joined the passage — and vanishes when the session ends.
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Cross-session memory, where real, is engineering around the model — stored notes fed back into context, not learning inside it.