Make new designers talk to customers and clients to learn about the problems their designing for before they put a single pixel on canvas. Make then sketch 20 ideas first. Keep them from getting invested in a single solution. Force them to iterate and talk about their work with other. Give them regular feedback, and tight deadlines for they don't get lost on the wrong path.