this sounds like something that spans the (rather wide) gap between google and aws + public data sets. I wonder how far you can go in terms of combining data/hacking on it?

For example they mention real-time financial data. So can I write something that would connect online discussion/activity to stock movements?

A platform for doing large scale, real-time data analysis in a rich descriptive language without doing any of the dirty work would be quite something.