Knowledge in the head is subject to the limits posed by memory and attention (both limited).

Knowledge in the world plays an important role in reminding people of things: current state, tasks left to be done etc.

Good design provides knowledge in the world.

(Tbh. I’m not sure if i wrote this or if it’s a quote – possibly by Don Norman)