AMD’s main risk is conversion, not relevance. It has real AI demand and a broad stack, but 2031 upside depends on turning announced
hyperscaler and sovereign programs into shipped systems before packaging, power,
export controls and customer bargaining power compress margins or delay ramps. Starting valuation already assumes unusual success, so even good execution may not prevent multiple pressure.