NVIDIA's Vertical Moat: Hardware Lock-In at Every Layer

NVIDIA is constructing a self-reinforcing flywheel that locks in customers across silicon, quantization formats, and optimization pipelines. QAD's 4x throughput gains work only on Blackwell with NVFP4, while $30B investments in top customers and photonic hedging make it structurally impossible for competitors to match the full stack.