Terry
Private Fund Portfolio Manager & Trader
The AI hardware cycle is far from over because orders at NVIDIA, Broadcom and Dell are still accelerating and the industry is booked out to 2028; supply, not demand, is the constraint. NVIDIA's Q2 revenue rose 106% to $96.2B, and it expects about 70% growth in fiscal 2028 despite wafer, packaging, HBM and power limits. Broadcom guides AI chip revenue to $115B in 2027 and $230B in 2028, and Dell's AI server backlog is $95B. GPUs and custom ASICs are expanding together. x.comÂ
Anthropic's customer growth gives AI compute suppliers firmer demand evidence than capacity plans. Its S-1 reports $16.3B in H1 2026 revenue and about 900% net retention as of September 30, the strongest evidence yet of adoption. Over $500B in commitments include a roughly $125B five-year Broadcom equipment lease plus Amazon, Google and Microsoft arrangements; Nvidia GPUs are in its mix. Long-term obligations could outlast usage revenue. x.comÂ
AI infrastructure bottlenecks could give eight stocks as much as 18x upside. Nvidia supplies frontier-model GPUs; Broadcom and Marvell supply custom silicon and networking; TSMC makes advanced chips; Micron supplies sold-out HBM; Vertiv provides power and cooling; Palantir monetizes enterprise AI; Alphabet spans TPUs, research, cloud and apps. The list tracks where AI infrastructure spending is flowing. x.com x.comÂ
Broadcom's AI business is smaller and growing slower than Nvidia's networking unit alone, yet Broadcom is valued at $2.269T against Nvidia's $5.201T. Broadcom's Q2 AI semiconductor revenue rose 143% to $10.8B, with Q3 guided to $16.0B, while Nvidia's data-center networking revenue rose 199% to $14.8B. Hock Tan also said Google is diversifying away from Broadcom, and a Fubon roadmap shows Google using MediaTek for some TPUs. x.com x.comÂ
Enterprise and neocloud demand is creating a second wave of AI infrastructure spending, with tailwinds for Nvidia and Super Micro. Dell forecasts 200 GW of AI data center growth through 2030, half driven by these customers, and estimates a $1 trillion AI infrastructure opportunity over the next four years. AI servers could enter a new growth phase in 2027, with higher shipment volumes and more revenue per deployment. x.comÂ
Nvidia's capacity commitments argue against AI orders drying up soon. Its filings show mostly memory and manufacturing commitments rising from $119 billion to $279 billion in one quarter, with about $175 billion covering 2027-28. Fewer new data-center projects could reflect power, land and building bottlenecks rather than weaker demand; a mid-teens multiple still reflects a fair worry that profits may not last. x.comÂ
Anthropic's compute commitments point to future revenue for Alphabet, Amazon, Microsoft, Broadcom and Nvidia. Its S-1 reports 14-fold revenue growth, positive second-quarter 2026 EBIT and more than $600 billion committed to compute through 2045. The AI trade is alive and well, more than expected, provided demand keeps pace with those commitments. x.comÂ
Anthropic's customer spending and compute buildout show AI monetizing at scale, a bullish read-through for Nvidia, Broadcom, Alphabet, Amazon, Microsoft, Nebius, CoreWeave and Hut 8. Its IPO filing reports H1 revenue up 14-fold to $16.3B, 11,900+ customers spending $100K+ annually and 1,900+ spending $1M+, alongside $9B in H1 infrastructure spending and about $430B in future compute commitments. x.comÂ
Broadcom's stronger AI business looks cheap for its growth, making it one of the best buys in the market right now. AI chip revenue rose 221% to $16.7B last quarter, yet the stock trades at 19x forward earnings and a 0.35 PEG. Management sees AI revenue near $115B in fiscal 2027 and would raise that outlook if customers secure more land and power. Anthropic is on track to be its largest custom chip customer next year. Wall Street's $529 average target implies about 60% upside. x.comÂ
Broadcom's custom AI chips and networking could drive earnings beyond what its valuation implies over 2-3 years. It is the favorite semiconductor opportunity now, preferred over NVIDIA without replacing it. AI semiconductor revenue is projected at about $58B in FY2026, $115B in FY2027 and potentially $230B in FY2028. At about 17x FY2027 consensus adjusted earnings, risk/reward is compelling if growth materializes; customer commitments add visibility, but delays and financing remain risks. x.com … Show more
Semiconductors could stay undersupplied for a long time as more capable AI per dollar creates more uses and drives compute demand. Micron and NVIDIA trade at low forward P/Es because investors fear peak cyclical earnings, yet current earnings show no slowdown. Shortages may worsen as AI adoption spreads, though the industry could remain cyclical; a reversal of the forced rollover trade is hoped for, not assured. x.com x.com x.comÂ
