Comment by naasking

Every theory posits some axioms. These are irreducible by definition.

The challenge is choosing which axiomatic basis we ought to prefer given our incomplete information. This is answered by induction [1].

[1] https://en.wikipedia.org/wiki/Solomonoff%27s_theory_of_induc...