Axis Robotics Partners with Dexmal for Massive Robot Training Data

One post states that Axis Robotics is partnering with Dexmal to supply simulation and real-world data supporting Dexmal's VLA models. Other posts describe the Axis platform separating pre-training, where users guide robots through full tasks, from post-training, where users intervene only when the robot's policy fails. Contributors note that valid trajectories are recorded on-chain with provenance on Base, giving participants verifiable records and rewards. Additional posts emphasize that the setup combines simulation with human corrections to build reliable embodied data pipelines.