AI workloads introduce a new constraint—communication-bound processing—that GPUs don't fully solve. Cerebras' wafer-scale chip maximizes cores, inter-core communication, and memory proximity, delivering the best architecture for deep learning. The company has overcome brutal hardware challenges, is now public, and is positioned to be a giant winner in the new generation of AI chips.
In cloud computing, the fear that AWS would eat all enterprise value was wrong; an oligopoly of AWS, Azure, GCP emerged, and smaller players like Cloudflare also became $100B+ companies. The same pattern will repeat in AI—markets are much larger than expected, and Cloudflare is one of the non-hyperscale winners that will thrive as an edge cloud provider in the AI era.
The AI market is enormous, many players will win, and Nvidia will absolutely benefit. Demand for compute is far larger than previously sized, Nvidia is central to AI workloads, and the company will continue to do well as the ecosystem expands.