I think <i>the data</i> can be, and should be, crowdsourced, like Wikipedia or OpenStreetMaps are. However, I have no idea how to do that. How to take two learned neural networks (or whatever) for a specific application (like image recognition) and merge them efficiently? I think it needs to be figured out first.