User side of false negatives: You miss skin cancer. The user delays a visit to a doctor by a month. The user dies in 3 months, and her relatives sue the hell out of the model creator.
User side of false positives: The model thinks a blemish is malignant. The user spends few grand to verify it is not, and blames you for scaring her.
Doctor side of false responses: The fucking engineers do not know what they are doing. Please, my patients, do not use that. We the doctors and the responsible patients should unite against the stupid AI.
Arguably, the user's side is about being moral. The doctor's side is more important for adoption.
BTW, what is the accuracy, false positives and false negatives for just an AI model, just a doctor, and a doctor equipped with an AI helper model?
User side of false negatives: You miss skin cancer. The user delays a visit to a doctor by a month. The user dies in 3 months, and her relatives sue the hell out of the model creator.
User side of false positives: The model thinks a blemish is malignant. The user spends few grand to verify it is not, and blames you for scaring her.
Doctor side of false responses: The fucking engineers do not know what they are doing. Please, my patients, do not use that. We the doctors and the responsible patients should unite against the stupid AI.
Arguably, the user's side is about being moral. The doctor's side is more important for adoption.
BTW, what is the accuracy, false positives and false negatives for just an AI model, just a doctor, and a doctor equipped with an AI helper model?