Beyond speed, our systems are core to 24/7 Optimus model evaluation, reinforcement learning flows, weights installation on Tesla products around the world, driving vehicles autonomously off factory lines, and seamless deployment across countries. Comfortable across many subsystems, cloud, build, device, inference runtime, networking, scope broad asks, solve them optimally in the fast internal loop, then leverage that win in prod across the fleet and around the world.