This is extreme. Computer architecture is undoubtably a field of study within CS.
Many parts of computer science are mathematical, but many parts are closer to physics or chemistry than mathematics. You can run experiments and form hypotheses in computer science.
“Computer science” was never really scientific. Algorithms, symbolic logic, natural languages, computational complexity, finite model theory and compilers, after that it’s what, grinding gears?
Can you name one significant experimental result in computer science? Nothing comes to my mind.
Testing various compiler optimizations for practicality, etc. are also commonly done.
> Experimentally, we comprehensively compare the behavior of ICL and explicit finetuning based on real tasks to provide empirical evidence that supports our understanding
You have to do a bit of science whenever something unexpected comes around and you have to fit it into what you know.
Computer architecture, operating systems, etc. are about computers and they are topics in computer science.
Anything that absolutely requires a computer is necessarily a practically-oriented activity, and is therefore computer engineering.
Something that occurs to me is often when creating programs to run on a computer system we don't know exactly how they will perform in advance, because of the complexity of the hardware and software interrelations within the system. And so we run them and measure the results. That's definitely science.
Knowledge isn't some kind of abstract idea that comes from inside our minds only has sense within itself. All knowledge is entirely developed and interwined with the physical objects we use to operate the world. The same goes for math. It is only because of our past and future operations in the real world that math has any sense.
You would be astonished(and perhaps appalled!) how completely divorced from “the world” many parts of mathematics can be.
It doesn't say computers. Untyped lambda calculus is a computational system. You've just misinterpreted the text.
Well, Stanford doesn't have a clue what Computer Science is and isn't and is apparently trying to drum up admissions with slick, sexy and false advertising.
CS has zero to do with computers (with the exception of the computer scientist themselves, they are the computer), and it certainly isn't programming. It's math, you fools!