Causal reasoning has for centuries been a topic of great philosophical and scientific controversy. Now at the mercy of algebraic geometry, graph theory, and probability, this stale old debate may be coming to a fruitful end, with applications in machine learning and computational biology already being implemented, not to mention serious implications for public policy, economics, and...