In September, 2010, leading scientists across several disciplines will gather for the next Kavli Futures Symposium to discuss what science needs from computing. In advance of this meeting, four of the participants discuss those needs, how current computing advances are impacting research, and how the future of computing is not only looking extreme and green, but is moving closer to how the brain computes.