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[R] [Research] Tokenizing and processing arithmetic by AI (alien.top)

submitted 11 months ago by sean_con@alien.top to c/machinelearning@academy.garden

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Hello

x-posting from t/askprogramming : Original here.

There was a comment stating I might ask here as well.

Hi all

I am looking for a comparison of known AI models method of handling arithmetic operations.

How do these AI compute 2+2 ? That is to ask :

Do they perform a gradient descent, and figure out that (2+1) < (2+2) < (2+3) hence 2+2 must be between 3 and 5 ? Or do they actually invoke an arithmetic operation in the host language.

I understand that some popular AI model is closed source, and we will not know. But for the rest, is there an already compiled meta study / publications comparing how they tokenize numbers, and handle arithmetic?

Thank you.

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[–] itsmevuyogee@alien.top 1 points 11 months ago

hey there, I'd recommend looking into research papers and conference proceedings related to AI and arithmetic operations. You might find some meta studies or comparisons of how different AI models tokenize numbers and handle arithmetic. Good luck with your search!