It seems to me that one of the biggest challenges is taking real-world data, representing as a model and only then working with it. Such as automated driving, for example. Being perfect at that would give me far more confidence that AI could be disruptive in more areas very soon.

Also AI being capable of reliably fixing and improving other AI at an increasing speed.