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by skydhash
87 days ago
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Non-determinism is not what people really care about. If you remove randomness (temperature) from an LLM, It's going to be deterministic. But the relation between inputs and outputs is inscrutable (too many parameters) and there's no practical way prove the relation between a certain prompt and the output unless you run it. Then you add randomness on top of that and the whole thing is a chaotic mess. Due to being formal, I believe generated code has a high probability of being correct (syntax) and generic patterns can be replicated easily. But the higher level concerns (the domain) and the nebulous concepts like maintainability, security,... is harder to replicate. Also correctness (logic) is hard to prove as you're unfamiliar with the code. |
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