Evolution and The Knightian Blindspot of Machine Learning

Joel Lehman, Elliot Meyerson, Tarek El-Gaaly +2

This paper claims that machine learning (ML) largely overlooks an important facet of general intelligence: robustness to a qualitatively unknown future in an open world. Such robus…