wafer-scale chips

Cerebras IPO Challenges GPU Scaling Orthodoxy

Cerebras Systems filed for an IPO on April 21, 2026, betting wafer-scale chips can disrupt Nvidia's GPU cluster model for AI workloads. The company aims to unseat GPU dominance by avoiding the distributed computing overhead of multi-GPU systems.