Cerebras Systems Inc. is a leader in AI inference hardware, offering wafer scale engines (WSEs) that deliver significantly higher bandwidth than competitors like Nvidia. Its latest WSE-3 model provides 7,000 times the bandwidth of Nvidia's H100, enabling faster AI token generation and supporting major contracts with companies such as OpenAI, Amazon, and AMD. The company is focusing on expanding its cloud segment, expecting flat Q2 revenue of $194 million and gross margins between 36-38%, backed by a strong cash position of $2.2 billion. Despite risks from customer concentration and competition, Cerebras's patented, model-agnostic hardware positions it well in the growing AI compute market, where inference workloads are projected to increase substantially by 2026.