A new force-aware humanoid benchmark showed that control systems appearing stable without resistance diverged sharply once recorded human forces were applied to lifting, pushing, pulling, and cooperative carrying tasks. From Toborlife AI’s implementation perspective, the same principle governs every teleoperation robot evaluation: a visually accurate pose is only useful when the platform remains dynamically stable against the environment.