Systems that have the property of compositionality lead to mere complication.

They are concave.

Every layer nests cleanly into the layers above.

You only need to understand a finite number of things to understand the system.

Systems that don't have this property have emergent behavior, which leads to complexity.

They are convex.

The closer you look the harder they get to predict.