this post was submitted on 01 Oct 2024
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I'd love to debate politics with you but first tell me how many r's are in the word strawberry. (AI models are starting to get that answer correct now though)
Llms look for patterns in their training data. So like if you asked 2+2= it would look its training and finds high likelihood the text that follows 2+2= is 4. Its not calculating, its finding the most likely completion of the pattern based on what data it has.
So its not deconstructing the word strawberry into letters and running a count... it tries to finish the pattern and fails at simple logic tasks that arent baked into the training data.
But a new model chatgpt-o1 checks against itself in ways i dont fully understand and scores like 85% on international mathematic standardized test now so they are making great improvements there. (Compared to a score of like 14% from the model that cant count the r's in strawberry)