this post was submitted on 20 Jul 2023
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It’s a language model, text prediction. It doesn’t do any counting or reasoning about the preceding text, just completes it with what seems like the most logical conclusion.
So if enough of the internet had said 1+1=12 it would repeat in kind.
There are five lights!
Someone asked it to list the even prime numbers.. it then went on a long rant about how to calculate even primes, listing hundreds of them..
ChatGPT knows nothing about what it's saying, only how to put likely sounding words together. I'd use it for a cover letter, or something like that.. but for maths.. no.
Not quite.
Legal Othello board moves by themselves don't say anything about the board size or rules.
And yet when Harvard/MIT researchers fed them into a toy GPT model, they found that the neural network best able to predict outputting legal moves had built an internal representation of the board state and rules.
Too many people commenting on this topic as armchair experts are confusing training with what results from the training.
Training on completing text doesn't mean the end result can't understand aspects that feed into the original generation of that text, and given a fair bit of research so far, the opposite is almost certainly the case to some degree.