Main risk is capture, not demand. AI compute demand likely stays strong, but shareholder outcomes still hinge on
Helios shipment proof, production-grade software adoption, supplier and memory availability, export-policy stability, and whether AMD earns platform economics instead of remaining a high-quality second source.