The upside comes from shifting the business mix from lumpy hardware into recurring
inference capacity sold through direct cloud, reserved-capacity contracts, and partner routes. If Cerebras proves that speed matters for coding, research, and multi-step agents, it can earn a durable slice of premium AI infrastructure spend, but the stock remains capped by power delivery, customer concentration, and eventual multiple compression from being capital-heavy.