Nobody extends credit to "unknown borrowers". That's exactly why credit scores exist, which map 1-to-1 with the probability that a borrower will default prior

Nobody extends credit to "unknown borrowers". That's exactly why credit scores exist, which map 1-to-1 with the probability that a borrower will default prior to some horizon. This is a solved problem.