Why AMD Doesn't Need To Beat Nvidia To Win - Forbes

This article analyzes why AMD can succeed in the AI wave without overtaking NVIDIA. While NVIDIA dominates the AI market, AMD has gained significant market share through its expansion in data centers ... Read original →

AMD doesn’t need to dethrone NVIDIA in AI accelerators—it’s winning by embedding structurally, not replacing wholesale. As AI shifts toward inference and agentic workflows, EPYC CPUs regain architectural centrality, redefining AMD’s role beyond mere GPU rivalry. Yet its reliance on TSMC (Taiwan, China) CoWoS packaging and SK Hynix HBM remains a critical vulnerability: NVIDIA’s priority allocation effectively throttles AMD’s scale. U.S. export controls further risk inflating global deployment costs, especially for hyperscalers like Meta running hybrid AI clusters across regions. Intel will likely counter with Gaudi 3 in cost-sensitive segments, while NVIDIA may bundle Grace-Hopper to lock out MI300 adoption. Over the next 12–24 months, unless AMD secures dedicated HBM/CoWoS buffers, production ceilings could cap its data center momentum—but as long as it leverages CPU-accelerator synergy, its valuation narrative stays resilient against pure-play GPU peers.