> I think that we're eventually going to hit another road block regardless of how much progress we can make towards that end.

I have a sneaking suspicion that all that will be required for bypassing the upcoming road blocks is giving these machines:

1) existential needs that must be fulfilled

2) active feedback loops with their environments (continuous training)