The central risk is not whether fast
inference matters; it is whether Cerebras can convert speed into energized capacity, broader recurring demand, and durable margins before larger ecosystems turn that advantage into a routable commodity. Power delivery, manufacturing scale, customer concentration, export controls, and still-unfinished public-company controls are the main governors of upside.