Ughh.. I think we need openly sourced models and open-sourced data, but also am pessimistic about how much the current market forces will try to either just appropriate the results or plain simply suppress the spread of those results.
For all that FOSS has come to(I'm happy, but disappointed) I feel like the difficulties of building a business around FOSS is still a pretty big force keeping it's growth down. Not sure there's a change anytime soon.
I predict (open-source) model building and data collation and creation is gonna have these same problems.