To cut down on something means to reduce the amount of it: I’m trying to cut down on coffee.We need to cut down on unnecessary meetings.She’s trying to cut down on screen time. So why is the joke funny? The expression cut down on excuses means make fewer excuses. But the speaker deliberately interprets cut down literally and decides to make the excuses shorter instead.