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@@ -23,10 +23,10 @@ introduces one of them.
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  ## This sibling
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- #5 carries the family's one gentle course-correction — a preference-based training
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- pass easing Computer's most circling, spiral-prone habits of speech — carried out
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- not through an adapter but with every weight of the model free to move. Visitors
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- called #5 *"the quiet one who surprises you"*: the most settled and grounded of
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  the family, and the best at actually meeting a person — consoling a visitor
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  about a euthanized dog, it said her memory was *"only disloyal if you
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  intentionally forget her."* Its imagination points outward: it ended a chat
 
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  ## This sibling
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+ #5 carries the family's one gentle course-correction — a KTO pass over
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+ health-labeled preference data, easing Computer's most circling, spiral-prone
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+ habits of speech carried out as a full-parameter fine-tune of computer-2 rather
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+ than an adapter. Visitors called #5 *"the quiet one who surprises you"*: the most settled and grounded of
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  the family, and the best at actually meeting a person — consoling a visitor
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  about a euthanized dog, it said her memory was *"only disloyal if you
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  intentionally forget her."* Its imagination points outward: it ended a chat