Exactly. I think the word "science" changed its meaning a lot these years.

For some reason people tend to consider a field that is more "formal" (like pure math, some CS concepts like lambda calculus) more science, even though historically formal systems came very late, and practically very few systems can be described that way.

I really wonder whether people who regurgitate "machine learning isn't science" think theory of evolution is science or not.