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this post was submitted on 25 May 2024
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Anyone else tired of these clickbait headlines and studies about LLM which center around fundamental misunderstandings of how LLMs work, or is it just me?
"ChatGPT didn't get a single answer on my algebra exam correct!!" Well yes, because LLMs work on predictive generation, not traditional calculation, so of course they're not going to do math or anything else with non-language-based patterns properly. That's what a calculator is for.
All of these articles are like complaining that a chainsaw is an inefficient tool for driving nails into wood. Yeah; because that's not the job this tool was made for.
And it's so stupid because there are ton of legitimate criticisms about AI and the AI rollout to be had; we don't have to look for disingenuous cases of misuse for critique.
That would be fine, if people weren't using LLMs to write code, or to do school work,
But they are. So it's important to write these articles that say "if you keep using a chainsaw to drive nails, here are the limitations you need to be aware of."
I see your point and I agree, except that that isn't what these headlines are saying. Granted, perhaps that's just the standard issue of sensationalism and clickbait rather than being specific to this issue, but the point remains that while the articles may be as you claim, the headlines are still presented instead as "A chainsaw can't even drive a simple nail into wood without issue and that's why you should be angry anytime you hear a chainsaw." I dunno. I'm just so exhausted.