A Once-in-a-Decade Investment: This AI Stock Could Soar Nearly 300% by 2030, Says a Wall Street Expert. - The Motley Fool

NVIDIA has been a cornerstone of the AI boom since OpenAI launched ChatGPT in November 2022, with its stock returning 1,340% since January 2023. Despite trading at around 20 times forward earnings—nea... Read original →

NVIDIA’s full-stack dominance is triggering a cascade across the tech stack: its GPU-CUDA moat not only secures AI training but, with 74% inference share, forces cloud providers to redesign data centers—boosting demand for EUV lithography, advanced packaging, and optical interconnects. Geopolitical compliance risks are crystallizing: U.S. export controls have already compelled TSMC (Taiwan, China) to reallocate CoWoS capacity, raising NVIDIA’s supply-chain costs; potential EU mandates for CUDA interoperability could erode its software advantage. In response, Google is fast-tracking TPU v6 and partnering with AMD on ROCm, while Intel bets on Gaudi 4 and oneAPI. Over the next 18 months, ‘compute inflation’ will intensify—soaring capex with diminishing per-watt returns—favoring only firms with true hardware-software co-optimization. The current 32x P/E reflects a discount on structural growth, not speculation.