FastLabel to Speak on Data Collection Challenges and Project Cases in AI Robotics Development at 'Learn at Once: From Ecosystem to Case Studies of Physical AI Development' Hosted by W&B Japan

FastLabel Inc. (Headquarters: Shinjuku-ku, Tokyo, President: Takeshi Suzuki, hereafter "FastLabel"), which supports the development of robotics foundation models and domain-specific VLA models, is pleased to announce that it will speak at the event "Learn at Once: From the Ecosystem to Case Studies of Physical AI Development," hosted by Weights & Biases Japan (hereafter "W&B Japan") on Thursday, April 23, 2026. As we aim for the practical application of Physical AI, there are challenges such as "difficulty in understanding the overall technology stack of AI robotics development," "difficulty in collecting and organizing data required for development," and "the formation of an ecosystem of common infrastructure and tools." This event is held to systematically share an overview of AI robotics development and approaches to these challenges. The companies speaking at the event include FastLabel, W&B Japan, NVIDIA G.K., Yamaha Motor Co., Ltd., and Kawasaki Heavy Industries, Ltd. It will be an opportunity to present use cases and insights into AI robotics development held by each company. It will serve as a place to deepen understanding of actual technology stacks and development processes in AI robotics development, as well as to promote cross-disciplinary networking among engineers. We encourage anyone interested to register. ## Event Name: Learn at Once: From the Ecosystem to Case Studies of Physical AI Development Date & Time: Thursday, April 23, 2026, 18:30–21:45 Format: Hybrid (Offline + Online Streaming) Expected Participants: Max 100 for offline (lottery if oversubscribed), unlimited for online Venue: SPOT Omotesando, Aoyama Kotto-dori Entrance GRANDE Organizer: W&B Japan Cooperation: NVIDIA, FastLabel Event Registration URL: https://site.wandb.ai/resources/events/tokyo-meetup-27/ ## - 18:20–18:30 Opening - 18:30–19:00 NVIDIA G.K. Presentation - 19:00–19:30 FastLabel Presentation - 19:30–19:40 Break - 19:40–20:05 W&B Japan Presentation - 20:05–20:35 Yamaha Motor Co., Ltd. Presentation - 20:35–21:00 Kawasaki Heavy Industries, Ltd. Presentation - 21:00–21:45 Networking Reception *The agenda is subject to change without notice. Please check the event registration URL for the latest information. ## [About FastLabel] FastLabel Inc. is a Data-