It's strange, I'm no physicist but at the atomic level it seems particles are fundamentally probabilistic. But then even at a macro level completely separate from the underlying physics something like rolling dice will obey the laws of physics but also at a higher macro level it converges on following the laws of probability.
It's also connected with knowledge. I dunno... it's weird, when I think deeply about probability and why it works I get confused. It started with an interest in entropy as this weird macro law that somehow lives separate from physics, but then I realized entropy is just a consequence of probability.
Maybe probability is like logic. Something completely axiomatic. Eh I'm just rambling now.