They didn't really go that wrong, Cori and Trinity are still useful machines. But I can say for computational science, programming models have gotten way better in the last few years. Now it's as easy to get a new sparse algorithm to high occupancy on a GPU as it is to scale on a manycore CPU. So GPUs just look better now considering cost, power efficiency and software support.
