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My objection(s) to the "LLMs are just next-token predictors" take

alejandrotlaie.net
3 points·by hummuscience·2 yıl önce·1 comments

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hummuscience
·geçen ay·discuss
Apparently this group was a bit late. Here is the first group with the same approach

https://www.nature.com/articles/s41586-026-10466-y
hummuscience
·geçen yıl·discuss
Get Uber drivers/taxis, truck drivers, ups/amazon delivery people etc. As your relay devices (and gives them extra cash for driving around)
hummuscience
·geçen yıl·discuss
For every train, there is a fixed number of tickets per price category. So sometimes, you can still find cheap tickets ("super sparpreis") a day before because thag specific train didn't have many bookings:)
hummuscience
·geçen yıl·discuss
The moment I started reading this, I got reminded of this recent study: https://arxiv.org/html/2503.10212v1

The scope is a bit different. The study uses an LLM to interpret pose estimation data and describe the behavior in each frame. The output is text which can be used to create embeddings of behavior. As someone who works in ethology, that's a clever (but maybe expensive) idea.

I think the author could use something similar. With multi-person pose estimation models.
hummuscience
·geçen yıl·discuss
Since its text, especially text with links to other articles, there is no need for tags.

If I had a clue how to do this (sorry, just a neuroscientist), I would probably create "communities" of pages on a network graph and weight the traversal across the graph network based on pages that the person liked (or spend X time on before).
hummuscience
·geçen yıl·discuss
This is protein on a western blot but the general idea is the same.
hummuscience
·2 yıl önce·discuss
Streamrip on github