1. AMD's high valuation hinges on capturing a substantial share of the AI GPU market from NVIDIA; 2. Tech giants like Microsoft, Meta, and Google support AMD to counter NVIDIA's dominance, ensuring industry backing; 3. Investors must wait until 2026 for meaningful GPU revenue due to delays in chip production and adoption cycles.