Generalist AI shared insights on training robustness in warehouse robotics, demonstrating emergent ambidexterity and tolerance to sensor wiring issues in real warehouse deployments for tasks like polybag packing. The GEN-1 model handled placement variations and unexpected configurations, highlighting progress toward generalist physical intelligence adaptable across warehouse environments without perfect calibration.