The Epilog to his book Causality is a reasonably short read and does a good job of introducing the concepts imo. It's basically the same content he used in his Turing award speech and similar presentations over the last decade or so: http://bayes.cs.ucla.edu/BOOK-2K/causality2-epilogue.pdf