●builderPrepare for high-parameter density models that may shift requirements for inference scaling.
●researcherThe use of 49B activated weights in a 1.6T model indicates continued MoE optimization.
●investorDeepSeek's aggressive scaling roadmap intensifies the compute arms race against major US labs.