Do some safety-critical systems possess fault-finding bayesian logic ?

Question

Do we need to run fault-finding bayesian logic 24/7 on the historical records of the system ?

Answer 1

yes, like tracking multiple people in a video sequence, or identifying repeated mentions of people and organizations in a set of text documents...