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Rand Group

@randgroup

3 months ago

The AI supercycle will last 15 years. We're in year 3. Most investors are still buying Phase 1 names while the real money is already rotating into Phase 3. I mapped the entire cycle into 4 phases with the tickers that matter at each stage: The AI supercycle is the biggest investment theme of our generation. Bigger than mobile. Bigger than cloud. A 15 year structural shift that will reshape every sector of the global economy. Hyperscalers just committed $725 billion in capex for 2026, nearly doubling last year. Microsoft, Google, Amazon, and Meta each spending over $100 billion individually. This is not speculation. I've mapped the entire supercycle into four phases so you know exactly where we are and where the asymmetric opportunities sit. 🔴 Phase 1: Already Ran (2023 to 2025) The foundation layer is complete. $AMD ran 78% in 2025, $NVDA 39%, and $INTC just posted a blowout Q1 that sent the Philadelphia Semiconductor Index above 10,000 for the first time. Chips still power every phase but the generational entries are gone and risk/reward has compressed. - $NVDA, $AMD, $ARM, $INTC, $AVGO, $MU, $GLW - Semiconductors, Memory & Storage,Photonics/Optics - Foundation complete. Still growing but priced for it. 🟠 Phase 2: Peak Buildout (2025 to 2027) The phase most investors just woke up to. $CEG acquired Calpine to become the largest U.S. private power producer at 55 GW. $GEV up over 200% in a year. $VRT co engineering cooling for NVIDIA's Rubin architecture. $GLW up 74% YTD on optical fiber demand. Nuclear SMRs are the breakout with $OKLO, $SMR, and $BWXT positioning to power data centers directly. Still upside but the obvious names have moved. - $CEG, $GEV, $VRT, $VST, $TLN, $ANET, $GLW, $MOD, $EQIX $OKLO, $SMR, $BWXT, $NNE - Power/Grid, Cooling, Networking, Nuclear/SMR Peak buildout. - Nuclear SMRs are the sleeper. 🟡 Phase 3: The Positioning Window (2026 to 2028) Where AI escapes the data center and enters the physical world. Most will be late. Tesla converting Fremont to Optimus production, $25B capex, mass production targeted H2 2026. Rocket Lab posted record $602M revenue with $1.85B backlog. $LUNR up 47% YTD with $943M in contracts. $KTOS Valkyrie drone selected for the Marine Corps. The window to position is open right now. - $TSLA, $RKLB, $LUNR, $KTOS, $AVAV, $PATH, $ISRG $MP, $FCX, $ALB, $ASTS - Robotics/Autonomy, Space/Defense/Drones, Rare Earths - This is where the asymmetric risk/reward lives. 🟢 Phase 4: Final Frontier (2028+) The endgame. Microsoft capex $190B. Alphabet $190B. Amazon $200B. Meta $145B. Google Cloud backlog past $460B. They're building the rails for AI software dominance and AGI. Quantum still early but $IONQ and D Wave are laying groundwork. The platforms that control the software layer win the entire supercycle. - $MSFT, $GOOGL, $AMZN, $META, $ORCL, $IONQ - AI Software Dominance, AGI Infrastructure Decade long thesis. - Accumulate on weakness. 💊 Key Takeaway - Phase 2 is confirmed ($725B hyperscaler capex) - Phase 3 is where the smart money positions nowRobotics, space, defense, nuclear - SMR are the 2026 to 2028 trades - Most will rotate into these names 12 months too late 15 year supercycle. Not a trade. Phase 1 ran. Phase 2 is priced. Phase 3 is where you want to be.