1) At the office that my friend (who is also an interviewer) works, there is a pool that the interviewers collaboratively built and generally select from. They aren't required to choose from this pool, but 95% of them do because they contributed to it.
2) At MTV there's either a pool or the number of interviewers is so low that the same questions are repeated over and over at high frequency for several weeks, making it trivial to know which ones are likely to show up. I know because the questions I found on the sketchy Chinese forums were exactly the ones I encountered on my onsite interview.
I'm unclear if 1 is referring to a specific office pool, which would be weird, or the global knowledge base I mentioned, but that has lots of questions, more than one could hope to memorize in any reasonable time frame.