The authors also flag a recurring issue: while AI models can often generate syntactically correct code snippets, they frequently lack a semantic understanding of the overall software architecture.

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The resulting benefit can vary accordingly. “A small simple branch predictor might speed up a processor by 15%, whereas a large, complex one could improve performance by 30%. But it might be 10X ...

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