[D] What are open unsolved interesting problems in machine learning?

I am curious what is the next big leap forward in machine learning. What are some obstacles out there that if solved machine learning would become even more useful? Or this question could be phrased differently. In what problems a machine learning approach hasnt been applied yet when it could turn out useful.

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