Ultimately, the openness that we all wish for must come from _underlying_ data. The know-how and “secret sauce” were never going to be open. And it’s not as profound as we think it is inside that black box.

So who holds all the data in closed silos? Google and Facebook. We may have already lost the battle on achieving “open and fair” AI paradigm long time ago.