Etched's founders explain that by focusing solely on inference, they can optimize for specific constraints like operating temperature, achieving radical performance improvements over general-purpose GPUs. They identified unexplored design spaces in thermal and voltage management, and developed cluster-scale memory and custom interconnects to reduce latency. The company's vertical integration strategy, building chips, racks, and cooling systems in-house, maximizes performance and speed. They emphasize that the future of AI hardware hinges on concurrency, not just raw speed, as their chips offer an order of magnitude more users per watt. The founders predict that cheaper, faster inference will lead to more AI agents than human knowledge workers by 2027, with inference becoming a majority of global GDP. They also discuss the inevitability of trillion-dollar data centers driven by economies of scale in token production.