Earlier quoted context omitted.
That's an interesting hypothesis : that LLM are fundamentally unable to produce original code. Do you have papers to back this up ? That was also my reaction when i saw some really crazy accurate comments on some vibe coded piece of code, but i couldn't prove it, and thinking about it now i think my intuition was wrong (ie : LLMs do produce original complex code).
No, the thing needing proof is the novel idea: that LLMs can produce original code.
Is there something unique about code, that is different from language (or images), that would make it impossible for an LLM to produce original code? I don't believe so, but I'm willing to be convinced.
I think this switches the burden of proof: we know LLMs can produce original content in other contexts. Why would they not be able to create original code?
[0] Ever curious, I tested this assumption. I got Claude to write an original limerick about goats oiling their beards with olive oil, which was the first reasonable thing I could think of as a suitably niche subject. I googled the result and could not find anything close to it. I then asked it to produce another limerick on the same subject, and it produced a different limerick, so obviously not just repeating training data.
[1] https://www.oneusefulthing.org/p/the-recent-history-of-ai-in...