Paradis
AI & Technology Investment Research
Bloom Energy, Micron and Lumentum should report astounding growth next year as AI's supply-demand imbalance deepens bottlenecks in power, memory and optics. Per recent reports, hyperscaler capex will double in 2027 to about $1.6 trillion from about $800 billion this year. Share prices are bound to follow, even though stocks aren't reflecting that demand now; the July dip was forced deleveraging, and the current sell-off is purely macro, driven by war and rates. x.com x.comÂ
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.comÂ
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
At $1.5T of margin debt, a market crack could punish stocks vulnerable to cyclical earnings or high expectations. Micron's profits could fall fast if memory prices weaken; SanDisk's earnings could suffer if NAND pricing turns despite booming AI demand. Palantir's sky-high valuation leaves little room for a growth miss, SpaceX's private-market expectations could suffer if sentiment turns, and Tesla's premium could unwind if autonomy and robotics disappoint. x.com x.com x.com x.com x.comÂ
Rising 1.6T switching demand favors optical suppliers, though their execution risks vary. Bank of America says the market could grow ~101% annually through 2030. Marvell's leading DSPs and Lumentum's supply-short 200G EML lasers are lowest risk; Applied Optoelectronics' capacity expansion and Fabrinet's customer concentration make them medium risk. Aeluma remains pre-commercial, while Lightwave Logic's polymer modulators are a high-risk moonshot despite its TSM partnership. x.comÂ
Jan Zuazo Pfingsten
Thematic Investor, Physical Scarcity & AI Infrastructure, Primary-Source Research
Rising estimates amid falling growth-stock prices suggest multiple compression rather than a 2021-style fundamental breakdown. Cerebras has nine upward revisions and none downward in 30 days; Bloom raised guidance twice, Nebius is raising GPU prices again, and Lumentum is sold out for 2027. Q3 results and 2027 hyperscaler capex guides in late October to mid-November are the test; weak guides could quickly reverse revisions. x.comÂ
Inflation, rising rates, Chinese competition and rising AI-related financial costs are pressuring the memory market. Micron, Samsung and SK hynix look exposed; waiting for the cycle to turn. x.com x.comÂ
SanDisk CEO David Goeckeler's report of customer signals beyond fiscal 2030 adds storage to the long-duration AI hardware-demand case. He says those signals come through new-business-model partnerships; Micron and SK hynix in memory and Lumentum in photonics were already cited as signs of demand beyond 2030. x.comÂ
Optics and photonics should be among AI's biggest winners as faster GPU networks need optical connections that suppliers cannot expand quickly enough. Lumentum says some components are sold out through early 2029; Sivers is investing $30M to target more than 100M lasers a year, with operations expected in Q4 2027. Potential US restrictions on Chinese transceivers could reshape supply in 2027. Applied Optoelectronics and Sivers are the favorites. x.com x.comÂ
Lumentum requires paying up heavily for a company that is not yet making money. Revenue grew 109% year over year, but it trades at about 25 times annualized sales, and it is growing less than memory makers at ten times their valuation. @ZeekTyt cites Lumentum's CEO expecting to supply only about 30% of requested laser demand as CPO and NPO ramp in 2027, with balance around 2029-30. x.com 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
