In a true debate, the candidates would be asking each other questions.

By having the moderator ask questions, it becomes a scripted press conference. They know ahead of time what is going to be asked and give their standard canned response. Even if they don't leak the questions to Biden, it isn't that hard to figure out what he will be asked.