Comment by psyklic

I'm constantly surprised how many people are critical of research to understand neural nets, immediately telling me they are black boxes and hopeless to understand. I believe it's a consequence of being portrayed as the opposite of (classically interpretable) linear regression.

Many people additionally have little patience for research when the engineering is moving so quickly. Even many interpretability researchers give up far too soon if research doesn't yield immediately gratifying results.