Most AI chips are designed for "prompt in, response out." Agents don’t work that way. They loop, branch, and hold context across dozens of steps, and current GPUs hit 30–40% utilization because of it. That gap is where purpose-built silicon wins. Apply to YC Summer 2026 at ycombinator.com/apply.

