@BitRobotNetwork
The world's open robotics lab. Apply now.
Bowen Feng @BowenFengbfCan robots learn to reason and act with NO human-annotated language or reasoning labels? Introducing Action Self-Distillation (ASD), one model that teaches itself language goal-conditioned reasoning and navigation directly from robot demonstrations. #CoRL 2026🤖
Dhruv Shah @shahdhruv_We find that a VLM can teach itself to understand language goals, reason about them, and command robot actions -- we call this Action Self-Distillation! ASD can perform language navigation by outperforming any VLA trained on hand-annotated data.
Bowen Feng @BowenFengbfCan robots learn to reason and act with NO human-annotated language or reasoning labels? Introducing Action Self-Distillation (ASD), one model that teaches itself language goal-conditioned reasoning and navigation directly from robot demonstrations. #CoRL 2026🤖
BitRobot 🦾 @BitRobotNetwork1/ Better robot models come from better data. That takes two things: hardware that captures it fully, and tooling that turns it into training signal. We built the first. Today, @GroundedSI launches the second: Grounded API. Access both hardware + API ↓
Dream Labs @dreamlabs_ai@robocurve Anywhere you have an internet connection, you can prompt Dream-1 to control your robot. Here are rollouts from beta testers from 8 countries, and from our office in SF.
Khala Research @KhalaResearchRobotics is still waiting for its "ChatGPT" moment Language models had the internet to learn from, while robots need diverse physical demonstrations that are expensive to collect Bessemer estimated just 300,000 hours of robot manipulation data globally in April, while others believe robotics could require 100M+ training hours Bessemer projects $3B+ in robot-data spending over two years Open networks are using crypto incentives to coordinate contributors across simulation, teleoperation and human video collection Axis reports 7M+ trajectories from 220K+ contributors, with its data lifting task success from 83.9% to 88.8% on the LIBERO-Plus simulation benchmark Our latest report explores the data opportunity through Axis, BitRobot, Eastworlds & THOR Full report in the next post below
The Humanoid Hub @TheHumanoidHubSpeakers from 1X, Dyna Robotics, Skild AI, Google DeepMind, Physical Intelligence and more. Humanoid robots, dexterous hands and more cool robotics demos on the floor. The robotics community in one floor, and four NVIDIA Jetsons to give away. Agenda:
