Evolution and learning are two analytically distinct concepts. People learn yet evolution (`change') does not necessarily take place. To clarify this problem the concept of learning is explicated. The first problem addressed is the question of who is learning. Here a shift from the single actor perspective to an interaction perspective is proposed (using Habermas and Luhmann as theoretical arguments for such a shift). Both, however, idealize the preconditions that interactants share while learning collectively. Against rationalist assumptions it is argued (...) that in order to learn people need a narratively based shared world. What do they learn? They acquire knowledge and they learn how to learn. This still does not solve the problem why they learn. Learning, it is argued, does not guarantee evolution but provides the mutations for evolutionary processes to take place. (shrink)