▲ 278 ▼ Protein folding is not solved yet (thelemmy.club) submitted 2 months ago by ranzispa@mander.xyz to c/science_memes@mander.xyz 38 comments fedilink hide all child comments
[–] ranzispa@mander.xyz [S] 4 points 2 months ago (3 children) AlphaFold is incorrect in plenty occasions. permalink fedilink source parent hideshow 3 child comments replies: [–] Midnitte@beehaw.org 2 points 2 months ago (2 children) More incorrect than a text prediction algorithm? permalink fedilink source parent hideshow 2 child comments replies: [–] ranzispa@mander.xyz [S] 6 points 2 months ago I doubt there is a comparable correctness metric between LLMs and protein structure prediction models. You can measure how many times they correctly predict a thing, but results will greatly change according to what your objective is. Those are only comparable when you're trying to predict the same thing. As such my reply would be: sometimes more incorrect sometimes more correct. However, in general, a mishandled incorrect protein structure prediction is way more expensive than an LLM hallucination. permalink fedilink source parent [–] LurkingLuddite@piefed.social 2 points 2 months ago I mean... machine learning extends far beyond the stupid lying machines, and can produce far more trustworthy results than the dipshits at "Open" AI, but results will still always require validation, as all results require a lot of validation in science before they should be trusted. permalink fedilink source parent
[–] Midnitte@beehaw.org 2 points 2 months ago (2 children) More incorrect than a text prediction algorithm? permalink fedilink source parent hideshow 2 child comments replies: [–] ranzispa@mander.xyz [S] 6 points 2 months ago I doubt there is a comparable correctness metric between LLMs and protein structure prediction models. You can measure how many times they correctly predict a thing, but results will greatly change according to what your objective is. Those are only comparable when you're trying to predict the same thing. As such my reply would be: sometimes more incorrect sometimes more correct. However, in general, a mishandled incorrect protein structure prediction is way more expensive than an LLM hallucination. permalink fedilink source parent [–] LurkingLuddite@piefed.social 2 points 2 months ago I mean... machine learning extends far beyond the stupid lying machines, and can produce far more trustworthy results than the dipshits at "Open" AI, but results will still always require validation, as all results require a lot of validation in science before they should be trusted. permalink fedilink source parent
[–] ranzispa@mander.xyz [S] 6 points 2 months ago I doubt there is a comparable correctness metric between LLMs and protein structure prediction models. You can measure how many times they correctly predict a thing, but results will greatly change according to what your objective is. Those are only comparable when you're trying to predict the same thing. As such my reply would be: sometimes more incorrect sometimes more correct. However, in general, a mishandled incorrect protein structure prediction is way more expensive than an LLM hallucination. permalink fedilink source parent
[–] LurkingLuddite@piefed.social 2 points 2 months ago I mean... machine learning extends far beyond the stupid lying machines, and can produce far more trustworthy results than the dipshits at "Open" AI, but results will still always require validation, as all results require a lot of validation in science before they should be trusted. permalink fedilink source parent