Advanced Micro Devices (AMD 11.01%) is becoming a more serious contender in AI infrastructure as inference demand, MI350 accelerators, and ROCm improvements reshape the bull case. But after a massive rally, AMD's valuation creates a high-stakes question for investors: Can earnings grow fast enough to justify the optimism?