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.com 

Networking, power and compute look more durable than cyclical memory in the AI buildout. Lumentum's revenue compounded year after year across the 2010s and 2020s, unlike Micron's; AWS revenue also compounded. Lumentum, Nebius, Bloom Energy and Credo should heavily outperform SanDisk and Micron from here, though AI itself remains heavily doubted. x.com  x.com 

AI suppliers' demand may not justify today's investment. Roughly $3 trillion in revenue absent last year is needed to support the spending, yet GDP growth is weak and many companies may be seeing only incremental gains. If the estimate that Anthropic uses two-thirds of its compute for training is right, it could triple inference supply. The most likely outcome for many companies, roughly half the S&P 500, is slowing growth, compressed margins and multiples; when the bubble ends is uncertain. … Show more

Rising AI equipment demand could sustain the buildout behind Micron, Nebius, Marvell, Bloom Energy and Applied Optoelectronics. ASML says customers are raising short- and medium-term forecasts, some are interested in orders for 2029 or 2030, and its currently planned 2027-28 supply may not fully meet demand. The dip in these AI stocks might be a buying opportunity. x.com 

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.com 

AI-exposed semiconductors face near-term demand risk as Anthropic's revenue growth slows. Monthly additions fell from $10B to ~$2-3B, though October may improve and one-off headwinds contributed. The AI selloff is not irrational amid rates, debt, politics and supply-chain risks. Despite long-term optimism, a short-term bull case needs an Anthropic IPO or OpenAI fundraise, calmer rates and debt funding, blowout cloud earnings with EPS upgrades, and new applications reviving token monetization. … 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.com 

Alphabet's AI growth is harder to turn into cash because capacity shortages require rented compute while TPU system sales tie up inventory before delivery. Cloud grew 103%, with system sales contributing meaningfully; management expects rented compute to pressure Q4 Cloud margins. Q3 free cash flow was -$9.1B, partly reflecting inventory build and a one-off EU fine, while AI Mode monetizes less effectively than traditional Search. The dip is probably a buy with a reasonable timeframe. x.com  … Show more

TSMC may lose pricing power as performance gains shift from shrinking transistors to stacking, interconnects and optics, while logic folding could make older processes competitive. Despite strong leading-edge demand, investors may overestimate the profit share its node leadership can retain. Its cautious expansion and past reluctance toward advanced packaging suggest a risk-averse culture that protects returns but could leave it late to disruptive technologies and key customers. x.com 

Meta's unmet AI demand pays its bottleneck suppliers. Super Micro's $19.5B quarterly outlook and under 8x forward earnings point to a double. CoreWeave's Meta deals total $35.2B; it should easily top $100. Builders say nearly all new sites use Dell or Super Micro; Dell could easily double. Micron's demand is off the charts at 5x forward earnings. Sources say Vertiv's gear is sold out for 2-3 years. VivoPower has 2GW+ potential in 5-7 years. Digi Power X has a $1.1B Cerebras deal. x.com  x.com  … Show more