 A strong intuition about inductive inference and scientific method is that we should prefer simpler hypotheses over complex ones; see the  entry on simplicity.  Statisticians, computer scientists, and other researchers concerned with learning from observations have made extensive use of a preference for simplicity to solve practical inductive problems [Domingos 1999]. From a foundational point of view, simplicity is problematic for at least two reasons.