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The difference between traditional software and LLMs is the generality of their intelligence, and there are formal definitions of general intelligence such as https://en.m.wikipedia.org/wiki/AIXI

AIXI is a definition of the optimal agent and is hence uncomputable but LLMs are approximations which are approaching AIXI. I recommend Fridman's interview with Hutter.



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