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Computer Science is, by definition, math.

Coding and software construction is engineering or craft, and is not Computer Science.

LLMs are neither. They are power tools for concept realization.

It's the difference between stone chisels and a suite of shop tools. We had pen and paper, or small steps up from those, and now we have LLMs.