I hadn't seen this one before:
Feynman: Knowing versus Understanding
He makes a profound point about how different models can each produce accurate predictions about the same phenomena, and how holding many models in mind is useful for generating new insight, even if these models stand in contradiction.
Relates to the discussion I was having with Cyberbob
here.