As part of our R&D department, we've established the "Reazon Human Interaction Research Institute." Here, we engage in research on various communication assistance technologies and collaborative robotics technologies applied in that context. The open-source speech recognition technology, "Reazon Speech," released in January 2023, has evolved into a multimodal large-scale infrastructure model and real-time dialogue technology. Research is underway to enhance the robustness of the high-precision gaze recognition technology, "Reazon Gaze," using image processing under various conditions. Additionally, we are progressing with research on next-generation robot systems by combining these human interaction technologies with collaborative robot control technology using imitation learning.