Fair enough. I don't quite care about obscure and beautiful theoretical problems. I am looking for new developments that have shown promise to make big practic

Fair enough. I don't quite care about obscure and beautiful theoretical problems. I am looking for new developments that have shown promise to make big practical impact. For what it's worth, I am no linear algebra definition police so feel free to list what you think is reasonably relevant.