The most important new code is massively parallel. Using GPUs today but surely new architectures soon. The human brain is highly parallel, so no surprise there.

Look how tiny the source code to Deepmind's general Atari player. It's a completely different model from traditional development:

https://sites.google.com/a/deepmind.com/dqn/