hybrid photonic AI chips handling some of the workload> working in photonics, read/reviewed papers about that and personly feel it's unlikely to happen in the next 5 years. The low density of integration, no usable nonlinearity beyond your photodetector and prohibitivly power inefficient conversion between analog(photonics) and digital make them hard to beat your Nvidia card.
