Chris Langan is a fraud, and not even a good one, he claims to have discovered a revolutionary new neural network architecture but lost the napkin he wrote it on.

This is my favorite video mocking Langan, made by someone smarter than him. https://www.youtube.com/watch?v=57IN9sBhYyg