Weapons of Math Distruction
Cathy O'Neil says weapons of math destruction are usually caused by two failures. The first is when only one stakeholder's interests define success. LSI-R is an example of this. The other is a lack of actual science in data science. "We actually don't have reasonable ways of checking to see whether something is working or not."