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theaussiestew | 1 year ago

That's probably the best we can do for now with LLMs. Surely it would be unreasonable for LLMs to provide a correct answer when the majority of people on various forums also provide the wrong answer. Some day LLMs will be able to objectively provide truthful statements but we're not there yet. Regardless, that LLMs are competing with longstanding programmers is already an impressive feat, even if they're not 100% correct.

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codexon|1 year ago

I'm not going to pass any judgement on what is reasonable or unreasonable for LLMs, just pointing out that it makes serious mistakes.

Many people here argue that LLMs are able to reason, you can check my post history 3 months ago to see an example of this.

And if you have to double check everything, how much time are you really saving? And is this thing really on track to replace programmers any time soon? Absolutely not.

MaybiusStrip|1 year ago

I'm confused, you said earlier that you use it every day.

fragmede|1 year ago

I mean, call it dot producting if you don't want to use the word reason, but it takes a bit of multiplying matricies and converting tokens to words to be able to say that if b follows a, it doesn't mean that a follows b, but that not b follows not a (the contrapositive). sure, that's in an unknown amount of textbooks in the training corpus, but at what point does putting down a bunch of axioms and applying them ok each other lead to what you'd actually call reasoning? at some point when a human does it, the human's gone past its training corpus and entered the hallowed realm of reasoning, unless we're able to deliniate clearly where that line is and isn't, and then all agree on it, we're going to keep going in circles about if it can be called reasoning or not.

philipwhiuk|1 year ago

> Regardless, that LLMs are competing with longstanding programmers is already an impressive feat, even if they're not 100% correct.

But they're not. They're a little tool some programmers use to save a small amount of time. They're not replacing programmers.

And there's no evidence they will ever be as good as actual programmers.

fragmede|1 year ago

Thankfully! In the 90' and outsourcing became a thing, programming as a career was over. and then when ChatGPT came out, programming as a career was over again. turns out, programming's not dead quite yet, though time will tell if it ever does.