ML insurance fairness

The insurance quote used to be a negotiation between incomplete information on both sides. You told the insurer what you thought was relevant about your risk. The insurer applied actuarial tables built from population averages that may or may not have resembled you. Somewhere in the middle, a premium emerged that was defensible in aggregate…