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Cake day: June 19th, 2023

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  • andallthat@lemmy.worldtoTechnology@lemmy.world*Permanently Deleted*
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    3 months ago

    LLMs can’t do protein folding. A specifically-trained Machine Learning model called AlphaFold did. Here’s the paper.

    Developing, training and fine tuning that model was a research effort led by two guys who got a Nobel for it. Alphafold can’t do conversation or give you hummus recipes, it knows shit about the structure of human language but can identify patterns in the domain where it has been specifically and painstakingly trained.

    It wasn’t “hey chatGPT, show me how to fold a protein” is all I’m saying and the “superhuman reasoning capabilities” of current LLMs are still falling ridiculously short of much simpler problems.


  • As a paid, captive squirrel, focusing on spinning my workout wheel and getting my nuts at the end of the day, I hate that AI is mostly a (very expensive) solution in search of a problem. I am being told “you must use AI, find a way to use it” but my AI successes are very few and mostly non-repeatable (my current AI use case is: “try it once for non-vital, not time-sensitive stuff, if at first you don’t succeed, just give up, if you succeed, you saved some time for more important stuff”).

    If I try to think as a CEO or an entrepreneur, though, I sort of see where these people might be coming from. They see AI as the new “internet”, something that for good or bad is getting ingrained in everything we do and that will cause your company to go bankrupt for trying too hard to do things “the new way” but also to quickly fade to irrelevance if you keep doing things in the same way.

    It’s easy, with the benefit of hindsight, to say now “haha, Blockbuster could have bought Netflix for $50 Millions and now they are out of business”, but all these people who have seen it happen are seeing AI as the new disruptive technology that can spell great success or complete doom for their current businesses. All hype? Maybe. But if I was a CEO I’d be probably sweating too (and having a couple of VPs at my company wipe up the sweat with dollar bills)