The analyst recommends a long-term bullish position on 10 specific stocks across the AI and tech ecosystem, highlighting structural growth drivers and a decade-long compounding story.
Each company is positioned to benefit structurally from AI and related megatrends, such as memory demand, cloud infrastructure, AI hardware, and connectivity, with years of growth runway expected.
10 STOCKS BUILT FOR THE LONG GAME Not hype. Not momentum. Structural positioning. $MU — Memory is the new oil. HBM3E demand from AI accelerators is just getting started. DRAM supercycle has years of runway left. $NBIS — NeoCloud infrastructure at hyperscaler grade. As AI workloads multiply, compute-as-a-service wins. Early mover with serious capacity. $SPCX — The SpaceX Nasdaq listing is a generational re-rating event. Space economy goes mainstream. Own the infrastructure layer before the crowd arrives. $AAOI — Optical transceivers at the core of AI data center buildout. Bandwidth demand isn’t slowing — it’s accelerating. Supply chain leverage is real. $MRVL — Custom silicon + networking = AI infrastructure backbone. ASIC design wins with hyperscalers compound quietly but powerfully. $CRDO — High-speed connectivity for the AI era. Credo’s SerDes technology sits inside the data pipes that every AI cluster depends on. $GOOG — Quietly the most underrated AI compounder. TPU infrastructure, Gemini, Search monetization, YouTube, Cloud. Too many moats to ignore. $NVDA — The category king. Data center, inference, robotics, sovereign AI. Every wave of compute demand runs through Jensen’s roadmap. $PLTR — The data OS for government and enterprise. AIP adoption is accelerating. This is a decade-long compounding story, not a trade. $NOK — The sleeper. 5G infrastructure + private wireless networks for defense and enterprise. Cheap, cash-generative, and quietly essential. From memory to silicon to photonics to cloud to AI software to connectivity — this list traces the entire capital cycle stack. Not ten random picks. A deliberate ecosystem of compounders across every layer of the megatrend. Not financial advice.
| Horizon | Raw move | vs SPY |
|---|---|---|
| 1 day | -1.1% | +0.2% |
| 1 week | -2.0% | +0.2% |
| 1 month | -25.8% | -25.8% |
| 3 months | — | — |
| 6 months | — | — |