Letting candidates know what questions you’ll ask makes them see the interviewing process as fairer. You could give them interview questions before their interview and let them think through their answers. If questions are well-designed behavioral or situational questions, they can’t be easily faked. And interviewers can usually tell when someone recites an answer.