production pillar
ML Integrity: Four Production Pillars For Trustworthy AI
My ten year old daughter recently told me that she does not expect to get a driver's license. Upon asking her why, she explained that when she is old enough to drive, she expects all cars to be self-driving. She further elaborated that she should need to be even more vigilant in a self-driving car, because, in her words – "I always know what I am thinking, but who knows what those cars are thinking!" As AI and ML permeate more businesses and become part of daily life, natural human fears are being expressed in various ways, from individual to corporate concerns to government regulations. News stories appear daily, detailing AI mistakes that led to corporate losses or embarrassment [2,3,4,7].