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You're conflating limitations of a particular publicly deployed version of a specific model with tech as a whole. Not only it's entirely possible to train an LM to answer math questions (I suspect you mean arithmetic here because there are many kinds of math they do just fine with), but of course a sensible design would just have the model realize that it needs to invoke a tool, just as human would reach out for a calculator - and we already have systems that do just that.

As for saying "I have no idea about ...", I've seen that many times with ChatGPT even. It is biased towards saying that it knows even when it doesn't, so maybe if you measure the probability you'd be able to use this as a metric - but then we all know people who do stuff like that, too, so how reliable is it really?



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