Nvidia announced a new automotive platform called Alpamayo at CES 2026. CEO Jensen Huang stated that the platform enables cars to perform "reasoning" in the real world. Potential users can adopt the Alpamayo model and retrain it themselves. The free service offered aims to create vehicles capable of handling unexpected situations independently (such as traffic light failures). The in-car computer will analyze input from cameras and other sensors, break it down into a series of steps, and derive solutions. Additionally, their new Rubin data center product will be launched later this year, allowing customers to test the technology. Six Rubin chips have been delivered from manufacturing partners and have passed several key tests, indicating that customer deployment is proceeding as planned. The latest Rubin accelerator improves training performance by 3.5 times and speeds up AI software operation by 5 times compared to the previous Blackwell generation. Systems based on Rubin will have lower operating costs than those based on Blackwell.