This paper places formal learning theory in a broader philosophical co
ntext and provides a glimpse of what the philosophy of induction looks
like from a learning-theoretic point of view. Formal learning theory
is compared with other standard approaches to the philosophy of induct
ion. Thereafter, we present some results and examples indicating its u
nique character and philosophical interest, with special attention to
its unified perspective on inductive uncertainty and uncomputability.