100,000 hours of human hands doing real work. LeRobot format, fully annotated and open.
EgoSuite-Open100K from @LightwheelAI X @huggingface: 15,000+ tasks across 15,000+ real scenes, hand + body pose and wrist cams.
Recorded across 7 environment categories and 128 scene types, from kitchens and bedrooms to warehouse floors and assembly lines.
It's open for academic research and commercial training, and streams straight from the Hub. Always great to see a dataset at this scale released openly on the Hub.
More info: https://t.co/1XNb4sWLL5
1/ muse spark 1.2 is a very strong multimodal model—it can do visual coding, robotics planning, and audio-visual understanding that all come together through agentic tools.
Excited to be attending #ACL 2026 in San Diego this week!
I'll be presenting:
Optimizing Conversational Quality in Spoken Dialogue Systems with Reinforcement Learning from AI Feedback
https://t.co/FoUZmcQ03X
📍 Poster Session A
🗓️ Sunday, July 5
🕚 11:00 AM – 12:30 PM