Known Unknowns: overcoming catastrophic failure modes in artificial intelligence

Artificial intelligence is often anthropomorphized as "thinking" the way that we do, minus the sentience (so far). However, there is an often overlooked and far more fundamental problem with the formulation of machine learning models, which could be construed as a grave design flaw that also separates ...