Humanoid-at-home robots make for great video, but they’re not ready for deployment. This session separates evidence from hype in today’s robotics, from end-to-end machine learning approaches to vision-based mapping. We will explore how purpose-built robots are delivering ROI, which AI components actually work, and why hardware timelines aren’t exponential.