A new 10,000-GPU cluster in China signals a push to bypass hardware restrictions. NVIDIA also demonstrated a self-improvement loop for physical robots to refine real-world tasks. These developments highlight a race for compute scale and autonomous iteration. Practitioners should monitor how these clusters impact the training of next-generation frontier models.