Bryan and Steve discuss their failures, and occasional successes, with challenging their undergraduate students to address poorly structured problems. While these types of problems can support the kinds of learning necessary for the students' long-term success, they can also be a major challenge (and change) from what the students are used to, which leads to some unexpected difficulties in teaching.