alt Hacker NewsThis reminded me of this old quote from Hal Abelson:
"Underlying our approach to this subject is our conviction that "computer science" is not a science and that its significance has little to do with computers. The computer revolution is a revolution in the way we think and in the way we express what we think. The essence of this change is the emergence of what might best be called procedural epistemology—the study of the structure of knowledge from an imperative point of view, as opposed to the more declarative point of view taken by classical mathematical subjects. Mathematics provides a framework for dealing precisely with notions of "what is". Computation provides a framework for dealing precisely with notions of "how to"."
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Well that sure isn't what they teach in computer science programs anymore
This is key: computation is about making things happen. Coding with an LLM adds a level of abstraction but the need for precision and correctness of the "things that happen" doesn't go away. No matter how many cool demos and "coding is dead" pronouncements because AI - and the demos are very cool - the bulk of the work moves to the pre- and post-processing and evals with AI. To the extent that it makes programming more accessible it's a good thing, but can't really replace it.