If the AI is so great, it should be trivial to get it to explain why it rejected interviewees. Unless it has serious shortcomings that would be risky to publicize.

Why should AIs be any different from human interviewers in this respect?

It wouldn't be much extra effort for humans to give a little feedback, but this typically isn't done.