AI Infrastructure and Inference Economics Consolidate

AI networking and inference hardware are attracting both strategic capital and new architectures: Ciena launched a $200M venture fund, while Samsung backed Euclyd's processor-memory approach. Optical interconnects, memory locality, power constraints, and self-hosted inference remain central, but vendor performance and commercialization claims require independent validation.