After years of publishing research that straddles mathematics and computer science, I’ve stopped trying to fit into one category. I examine the interdisciplinary researcher’s dilemma - from entropy appearing in both information theory and thermodynamics, to learning theory. How do you navigate academic silos when your work refuses to fit in one box?