A former co-worker at a previous job jokingly advised new employees, "Remember, there are a lot of stupid questions, so always be afraid to ask." When the company was understaffed, he'd also joke, "It's like I always tell kids, 'Drop out of school.'"
I still think both remarks strike the right balance of humor and seriousness needed at most workplaces.