I love math, logic but especially physics.
I also know it’s limited in its scope. Shows up a bit all over but mostly as a handy metaphor that sometimes works, sometimes doesn’t. Similar with statistics. Sometimes using gambling odds is good and sometimes it’s the wrong tool for the job at hand.
That’s why each field has specialised tools.