Samsung's 2028 mass-production date for silicon photonics, combined with last week's graphene photonics announcement, marks the arrival of a multi-vendor photonic compute transition from research to supply chain. The implications for data-center architecture, AI accelerator economics, and foundry competition are not yet priced into public discussion.