A robotics founder argues that polished demo videos mask the real challenge in AI development: systems must gracefully handle errors and unexpected situations, not just perform flawlessly in controlled settings. This insight matters for SMEs evaluating AI/robotics solutions—focus on resilience and failure modes, not marketing videos.