There are two parts to my opinion: 1) I would prefer something that works most of the time (blackbox) than something interpretable that doesn't 2) if my DL co

There are two parts to my opinion: 1) I would prefer something that works most of the time (blackbox) than something interpretable that doesn't 2) if my DL converged to e.g. solving some complex partial differential equation, how does it help me that I could "interpret that" if 99.9999% human population has no clue what is going on regardless? "Your loan was rejected, because the solution to this obscure PDR with these starting conditions said so; these Nobel prize economy winners created this model with these simplifications and we deem it good enough to keep you where you are."