This video examines how Salvatore Sanfilippo challenges GPU hegemony by running DeepSeek V4 natively on a MacBook Pro. Technical overview: Skipping the CUDA, PyTorch, and Python software stacks. Model compression with asymmetric 2-bit quantization that preserves logical integrity. Creating a 1 million token context window by positioning the SSD as extended GPU memory. Sustainable high performance in consumer hardware with GPU-centric I/O that disables the CPU.