Turing's Cathedral

I've just watched a google talk called Turing's Cathedral, and there was a part I thought was cool enough to record here. The speaker mentions the possibility of different types of computation besides the sequential access of instructions that perform actions.
The problem he mentioned with this approach is that the machines are so fast we need techniques like recursion just to provide enough instructions for them. I never thought about it that way.