OpenAI, Allen Institute for AI, MIRI, etc. are quite successful in the AI industry. Those are all in the US and pay competitive salaries though. It seems to me that Salary is a primary driver here, why stay at Cambridge for 40k gbp/yr when you could do the same research at Google Brain for $200k+ but if those two numbers aren't so out of wack I think it becomes a much more difficult choice.