There's an underlying sentiment through the article that there isn't more significant research to do to further improve ai and generate more revenue. This is a

There's an underlying sentiment through the article that there isn't more significant research to do to further improve ai and generate more revenue. This is a large gap and myopic. For example, the amount of compute needed to obtain state of the art on a benchmark is only obtainable by big labs. How can we improve the learning efficiency of deep learning so that one can obtain similar performance with 100x less compute.