The central risk is not whether fast
inference is useful; it is whether Cerebras can translate speed into energized capacity, diversified recurring demand, and durable margins before larger ecosystems narrow the gap. Power delivery,
TSMC dependence, customer concentration, internal-control cleanup, and a still-demanding valuation are the real governors of upside.