Bryan Kelly opened the Future Alpha 2026 conference with a quote from George Box’s econometrics textbook, the one that trained a generation of statisticians and finance researchers. Rule number one, chapter one: “It is important in practice that we employ the smallest possible parameterizations for adequate representations of our models.”
Kelly, who is Head of Machine...

