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I'm struggling to differentiate that from how we use coinflips normally. We can pretty easily create arbitrary mappings and then sample from the binomial in a way that has meaning far beyond just heads or tails. Maybe I'm not quite understanding.
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Which part are you confused about? Symbols are meaningless until someone imposes semantics on them. There is nothing meaningful about arithmetic in a neural network other than whatever conventions are imposed on the binary sequences, same way 97 has no meaning other than the conventional agreement that it is the ascii code point for "a".

I guess I don't get the main idea. Chemical reactions in our brains are semantically void and yet we're able to use it as substrate for thinking.

This has nothing to do with chemical reactions. The discussion was about symbols and arithmetic. But in any event, this discussion has run its course so good luck: https://chatgpt.com/s/t_69c473e1f71c8191a4ed1e3e2dbdef83

Yes! Excellent example of an ungrounded response, a hallucination.

Also a demonstration of your rhetoric.



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