Nvidia is developing AI-powered Windows PCs to challenge traditional hardware incumbents. The company plans to integrate deep learning directly into the OS for enhanced productivity. This move shifts their focus from providing GPUs to building full systems. Developers should expect tighter integration between CUDA and consumer-grade hardware for local model execution.