IMO Occam's Razor suggests that this is exactly what intelligence is.

The ability to compress information, specifically run it through a simple rule that allows you to predict some future state.

The rules are simple but finding them is hard. The ability to find those rules, compress information, and thus predict the future efficiently is the very essence of intelligence.