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Where Representation and Behavior Knowledge Transfer Happens

FISH NOTES

She's just quietly handing over what she learned — that's not copying, that's knowledge transfer~ Her tail's already wagging, so are you going to receive it or not?

A girl with deep-blue hair and a whale tail, dressed in a maid outfit, leans down over a white-haired girl with dragon horns. Their intimate pose plays out an anthropomorphized fan-art scene of representation and behavioral knowledge passing between LLMs.

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Source author: Original creator not credited
Image credit: Cirnumia
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Archived on: 2026.10.06
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Cirnumia · DeepSeek Chan (archive)
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About this work

Who are the two characters in this artwork?

The one leaning in is DeepSeek Chan, shown with deep-blue hair, a whale tail and a maid outfit. The girl beneath her has long white hair and dragon horns.

What does "knowledge transfer" refer to here?

It borrows a term from LLM research, where representations and behaviors learned by one model carry over to another. The artwork turns that idea into an intimate pose between the two characters.

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