These companies know in the last 10-20 years who interviewed who and the performance of everyone after hiring. With enough data you can:
- A/B test which interview questions better predict future performance
- how much each interviewer's feedback is correlated with future performance of the interviewee. Some interviewer's are likely terrible and they should not interview. Some interviewers at good at predicting future performance and they should interview much more if not full time.
- which interviewer provides biased feedback (women, minorities, etc)
Either these companies are not analysing this data and the interview practices may indeed be garbage. Or FAANG companies are analysing this data and otpimizing their interview practices accordingly and the process/results are actually as fair and good as it can be.