The upside comes from changing the mix from lumpy hardware sales toward a reserved-capacity
inference utility. If fast
inference earns a durable role inside
hyperscaler channels, latency-sensitive enterprise workflows, and regulated or
air-gapped deployments, Cerebras can grow faster than generic AI infrastructure for years. I still stop short of the bull case because power delivery, customer concentration, and standard-
API price competition can cap the
rerating.