Etched is a semiconductor company designing ASICs specifically optimized for Transformer models. By stripping away the general purpose versatility of GPUs Etched's chips aim to run Large Language Models orders of magnitude faster and more efficiently. The company addresses the hardware bottleneck in AI deployment focusing entirely on inference performance. The development strengthens domestic supply chain resilience and reduces reliance on vulnerable international manufacturing nodes.