Can a humanoid robot really help with household chores today? Using the example of an in-home robot cleaning service, the guests explore how real-world environments help robots learn. Beyond completing tasks, every interaction – including mistakes and unexpected situations – provides valuable data that helps robots become more capable, adaptable and reliable in everyday life.