Research & Invest
Investor, Institutional Asset Management Background
AI agents benefit CPU and memory suppliers such as Arm, AMD and Qualcomm more than Nvidia and Broadcom; Marvell, TSMC and Micron also gain. Per @amitisinvesting, OpenAI has launched Dots as its answer to Meta's Muse, and more agents mean much more compute, which helps explain why semis have kept rising as the agent wars heat up. 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
A rising value of compute per watt should benefit AI cloud, chip, connectivity and power suppliers. Elon Musk says that value will rise over time. Nebius has Microsoft and Meta deals; Marvell benefits from custom silicon demand; Credo connects GPUs; Vistra has long-term nuclear supply deals with Amazon and Meta; Nokia's Nvidia partnership could help it capture data-center networking growth. x.com x.comÂ
Intel and AMD face a real shift in competition as NVIDIA moves into CPUs faster and more directly than expected. On NVIDIA's earnings call, Jensen Huang said its new Vera CPU platform will contribute $20 billion of standalone revenue this year. The pressure on Intel and AMD is not just fund rotation but a genuine change in the competitive landscape. x.comÂ
AI software and hardware advances make GPUs and power more valuable, creating huge long-term tailwinds for compute providers and AI model and app businesses. Each new software generation increases a GPU's value; each hardware generation increases the value of a gigawatt of power. That favors Nvidia, Broadcom, Intel and AppLovin. 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
Rapid growth in token use and data-center spending supports AI infrastructure beneficiaries beyond networking. BofA quotes AMD CEO Lisa Su on a 95-fold rise in monthly token consumption over two years. Nvidia, Marvell, Credo, Micron, AMD and Broadcom are the picks from BofA's beneficiary list. JPMorgan raised its 2027 data-center capex growth forecast to 70% from 50%. x.com x.comÂ
Broadcom's custom AI chips for major customers position it as a clear winner in the continuing AI buildout. Kris Patel's case that efficiency and total cost of ownership leave Broadcom room to gain share from incumbent Nvidia is persuasive. Broadcom has not seen peers' upside and is 30% below its highs, making the stock an opportunity. x.com x.comÂ
More AI tokens mean more compute demand for Nvidia even as pricing power starts to slip. OpenRouter data via the FT show weekly token use up ~250-fold since January 2025; the FT links the surge to agents' long call chains. Bloomberg's breakdown of a 1 GW AI campus that could cost roughly $30B puts well over half the bill in chips and servers, most landing at Nvidia as GPU racks. Servers wear out in 5-6 years, making AI capex a recurring chip refresh. x.com x.com x.com x.com x.com x.com x.comÂ
Apple, Nvidia and Microsoft, worth $14T combined, are all about to make new all-time highs because the agentic consumer era has begun, exploding demand for compute and shifting consumption from humans to agents. Bubble fears were wrong at the enterprise agentic moment last November with Opus 4.5, when ORCL CDS charts circulated, and today's worries about breadth and 10-year rates repeat that mistake. Future shock is real. x.comÂ
AI demand could drive a big run in Broadcom, IREN, Oracle, Qualcomm, Nokia and Vistra. IREN's 2 GW of uncontracted power gives it massive upside potential; Vistra's roughly 3.8 GW of Meta and Amazon agreements position it for data-center power demand. Broadcom supplies custom AI chips and networking; Oracle has $664B in backlog and a $300B OpenAI deal; Qualcomm is one of tech's most undervalued names with CPU, physical-AI and data-center exposure; Nokia is essential to AI networking. x.com x.com … Show more
