We connect the Bayesian order on classical states to a certain Lie algebra on $$C^\infty[0,1]$$ . This special Lie algebra structure, made precise by an idea we introduce called a Wronski bracket, suggests new phenomena the Bayesian order naturally models. We then study Wronski brackets on associative algebras, and in the commutative case, discover the beautiful result that they are equivalent to derivations.