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Funny you ask this question, since yesterday there was a HN post about Herbert Simon.

Here is Allen Newell, Alan Perlis, and Herbert Simon's response (1967) to your question about whether computer science is even science. For context, the three of them are Turing Award winners and early pioneers of computer science. https://www.cs.cmu.edu/~choset/whatiscs.html

Professors of computer science are often asked: "Is there such a thing as computer science, and if there is, what is it?" The questions have a simple answer:

Wherever there are phenomena, there can be a science to describe and explain those phenomena. Thus, the simplest (and correct) answer to "What is botany?" is, "Botany is the study of plants." And zoology is the study of animals, astronomy the study of stars, and so on. Phenomena breed sciences.

There are computers. Ergo, computer science is the study of computers. The phenomena surrounding computers are varied, complex, rich. It remains only to answer the objections posed by many skeptics.

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