The document explains setup time and hold time, which are critical for proper flip-flop operation; both require stable input values during their respective durations. A setup time violation occurs when inputs fluctuate before the clock event, while a hold time violation happens when inputs fluctuate after the clock event. It emphasizes the importance of maintaining constant input values to avoid these violations.