High stock prices for AMD now challenge investors to determine if the company's valuation exceeds its actual AI growth. While the semiconductor giant rides the AI boom, the gap between market price and fundamental earnings narrows. Hardware practitioners should monitor these fiscal pressures as they influence long-term chip supply and R&D spending.