Oh yes, I've heard a bit about the Amplituhedron. Unfortunately, it only serves to simplify the perturbative calculations in Yang-Mills theories order by order, i.e. the Feynman diagrams. It doesn't describe the full (non-perturbative) theory, so it's not really a candidate for a replacement of "classic" local QFT.