This research develops photonic integrated circuits that compute with light instead of electrons. The team built the first on-chip all-optical transistor, enabling ultra-fast optical processors and neural networks that can outperform electronic hardware by orders of magnitude. The work moves us toward practical, high-speed photonic computing for everyday devices.