User attention to get user data?

I feel like the the data to drive the really interesting capabilities (biological, chemical, material, etc, etc, etc) is not going to come in large part from end users.

It's the other way around. You gather user data so that you can better capture the user's attention. Attention is the valuable resource here: with attention you can shift opinions, alter behaviors, establish norms. Attention is influence.