this post was submitted on 15 Aug 2025
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Those things are being solved by other forms of AI, not LLMs. AlphaFold is about the most useful thing AI has done so far and it's not a chatbot.
We get access to entertainment AI, but there could be different forms of AI in use in medical science that have nothing to do with image or text generation.
AlphaFold's success seems to be largely linked to its use of attention-based architecture, similar to GPT, i.e. the architecture used by LLMs. Beyond that, they are both building on work in machine learning and statistics, so I don't think they are nearly as independent as you are making out.
Yeah, but LLM innovation now is not in more clever architectures, but rather larger and larger models with more training data.
I don't hate the existence of LLMs but rather how they're being shoehorned everywhere and how much power is being spent for just a little bit better results.