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But in a larger frame, of "things tightly associated with coffee", they mean something extremely close. Whether these things are opposite from each other, or virtually identical, is a function of your point of view; or, in this context, the generally-meaningful level of discourse.

At scale, I expect having dairy vs non-dairy distance be very small is the more accurate representation of intent.

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Of course, I also expect them to be very close and that's the problem with purely relying on embeddings and distance where, in this case, the two things mean entirely opposite preferences on the same topic.

(I think maybe why we sometimes see AI generated search overviews give certain types of really bad answers because the underlying embedding search is returning "semantically similar" results)

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