Doesn't Bayesian approach work only on very simple spaces behaving linearly, i.e. having some nice stable fixed points they can converge to? I am surprised anyo

Doesn't Bayesian approach work only on very simple spaces behaving linearly, i.e. having some nice stable fixed points they can converge to? I am surprised anyone is still using it for more advanced tasks...