Nvidia paid $20 billion for SRAM decode - AMD just partnered for it instead

AMD and Cerebras will split inference across two machines, with Helios racks handling prompt processing and the Wafer-Scale Engine generating tokens. The partnership claims 5x higher tokens per watt versus a standalone Cerebras WSE configuration.