this post was submitted on 16 Mar 2024
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LLMs are solving MCAT, the bar test, SAT etc like they're nothing. At this point their performance is super human. However they'll often trip on super simple common sense questions, they'll struggle with creative thinking.

Is this literally proof that standard tests are not a good measure of intelligence?

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[–] [email protected] 4 points 8 months ago (2 children)

Disagree. We're very good at using words to convey ideas. There's no reason to believe that we speak much too fast to be properly reflecting on what we say—the speed with which we speak speaks to our proficiency with language, not a lack thereof. Many people do speak without reflecting on what they say, but to reduce all human speech down to that? Downright silly. I frequently spend seconds at a time looking for a word that has the exact meaning that will help to convey the thought that I'm trying to communicate. Yesterday, for example, I spent a whole 15 seconds or so trying to remember the word exacerbate.

An LLM is extremely good at stringing together stock words and phrases that make it sound like it's conveying an idea, but it will never stop to think about the definition of a word that best conveys a real idea. This is the third draft of this comment. I've yet to see an LLM write, rewrite, then rewrite again it's output.

[–] [email protected] 3 points 8 months ago* (last edited 8 months ago)

Kinda the same thing though. You spent time finding the right auto-complete in your head. You weighed the words that fit the sentence you'd constructed in order to find the one most frequently encountered in conversations or documents that include specific related words. We're much more sophisticated at this process, but our whole linguistic paradigm isn't fundamentally very different from good auto-complete.