We hear a lot of terms and ideas in our industry --- generations, learning styles, problem-based learning, and more --- that are somewhat contentious. Is there any substance to them? In this session, we'll review a list of core beliefs and practices, and look at what the science says. Are they real, or are they busted? We'll also provide practical recommendations for what you should be doing. Stop wasting money on myth; get armed to resist the fads and practice learning design that leads to real outcomes. This session was recorded at the ATD 2018 TechKnowledge conference in San Jose, California.