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> LLMs don’t know what it is

Of course they don't, they're probability/prediction machines, they don't "know" anything, not even that Paris is the capital of France. What they do "know" is that once someone writes "The capital of France is", the most likely tokens to come after that, is "Paris". But they don't understand the concept, nor anything else, just that probably 54123 comes after 6723 (or whatever the tokens are).

Once you understand this, I think it's easy to reason about why they don't understand code quality, why they couldn't ever understand it, and how you can make them output quality code regardless.



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