AI failures may look more like industrial accidents due to incoherent behavior rather than systematically pursuing misaligned goals. As AI becomes more capable, its failures tend to become increasingly dominated by variance rather than bias, making it a hot mess rather than a coherent optimizer of the wrong goal.