Keep it up. These ML bad practitioners are a menace.

There is a secret behind hard sciences such as physics getting away with sloppy experiments which is that they ideas about how things work and expectations of symmetry which pull their results back to being useful.

But if you are doing pure empiricism (such as ML or drug trials) only towering formalism in experimental design will garner facts. An example is the randomised controlled trials used in drug development.