It might provide a rapid, general approach to non-convex optimization for neural nets.

And that changes everything, probably more than anything since (the iPhone|the internet|computers|penicillin|the industrial revolution|fire) depending on how optimistic you are. It'll change things a lot, anyway.

See http://research.microsoft.com/en-us/events/qml/