If a medical test is 95% accurate, is the probability of having the disease really 95%? — The 'Addition Trap' of probability that misleads medicine, finance, and AI

Calculating the probability of compound events by addition fails almost without exception.What is the false positive rate in medical diagnosis? What is the probability of a simultaneous collapse in ...