this post was submitted on 20 Mar 2025
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The claims aren’t entirely hypothetical, LLM AI has mapped nearly every known protein which humans were unable to do…
https://www.nature.com/articles/d41586-022-02083-2
That’s an interesting article, but it was published in 2022, before LLMs were a thing on anyone’s radar. The results are still incredibly impressive without a doubt, but based on how the researchers explain it, it looks like it was accomplished using deep learning, which isn’t the same as LLMs. Though they’re not entirely unrelated.
Opaque and confusing terminology in this space also just makes it very difficult to determine who or which systems or technology are actually making these advancements. As far as I’m concerned none of this is actual AI, just very powerful algorithmic prediction models. So the claims that an AI system itself has made unique technological advancements, when they are incapable of independent creativity, to me proves that nearly all their touted benefits are still entirely hypothetical right now.
I guess that is true.
I hope we are far off from AIG myself. The upheaval it will cause will be catastrophic to society.