Cerebras claims its technology can serve frontier models at approximately 14x speed with 750 output tokens per second. To achieve this, the company stores model weights in 44 GB of on chip SRAM, avoiding the heavy reliance on high-bandwidth memory that may face supply shortages in 2027 and 2028. This latency advantage is designed to support AI agents that trigger numerous consecutive model calls for autonomous tasks.
