Machine Learning - What's Next?

The machine learning community is driven by benchmarks and beating benchmarks. So what parts of the rubric will I be able to automate in two years? Recursion. The oldest trick in the book, apply recursion. We can use the resulting model to suggest actions. But we first have to tell it what our preferences are. It's that last sentence that talks about how do you get the right objectives? Those are a tricky thing.