Re: But where is the commonsense reasoning at?
The oranges you're asking about can't be found in this particular collection of apples.
"Commonsense reasoning" is just a matter of incorporating a sufficiently rich world model in an ML system. The rub, of course, is that "incorporating" is a complex problem, "sufficiently rich" is often an infeasible one, and "just a matter of" approaches "the impossibility of" as the problem domain grows.
But generally speaking, most ML problems fall into one of two classes: one where we have some ideas about how to build that world model in theory but don't have the resources to do it in practice; and another where it's not appropriate for the kinds of problems we're interested in solving. And the problems Fujitsu are talking about here fall into the latter class.
Biting the hand that feeds IT
