Nvidia's competitive advantages (cost per token 15x better than AMD, full stack integration, margin advantage ~25%) and new growth engine (CPU business growing to $20B) ensure sustained dominance and growth despite competition. The demand base is broadening beyond hyperscalers, and AI capex is on track to reach $3-4 trillion annually by decade end.