Photonic AI chip (OPU) delivering the performance of a 3,000‑pound server within the size and power envelope of a single GPU. Novel optical "transistor" enables terawatt‑scale compute at a gigawatt‑scale footprint, packing millions of weights into a postage‑stamp area for dense AI workloads.