A new Hugging Face overview analyzes the gap between simulated environments and real-world physics. The report evaluates how synthetic data training affects robot dexterity and spatial reasoning. It highlights a persistent "sim-to-real" gap that hinders deployment. Researchers must now prioritize high-fidelity physics engines to ensure Physical AI agents function reliably outside of digital sandboxes.