Cerebras sells a hard AI-era bottleneck: fast compute for
inference and training. Because value capture sits mainly in hardware and usage capacity rather than seat software, it is less exposed to software commoditization; the risk is that portable
APIs and partner-owned distribution let AWS, OpenAI, or incumbent GPU stacks capture more of the economics.