The proliferation of IoT devices connected to the cloud in ordinary households and the emergence of AI-powered technologies like ChatGPT have led to the advancement of UX that bridges the gap between humans and devices, moving into the next stage. Beyond acquiring device status and remote operation from outside the home, the utilization of data that enhances device information and external sources, as well as maximizing the use of various web services, requires the increasing importance of edge computing in addition to the relationship between devices and the cloud. In this session, we will introduce the environment surrounding current home appliances, including examples from SHARP's AIoT development, and discuss the key aspects of device and cloud development to adapt to these changes.