A professor reflects on how AI transformed the Lean LaunchPad entrepreneurship class, which for 15 years taught students to validate business ideas through customer interviews. In Spring 2026, students used AI to build complete products on day one instead of conducting customer research, leading the teaching team to realize AI had fundamentally broken the pedagogical model that had successfully launched thousands of startups.