AI Stocks: SpaceX’s $40B Nvidia Bet Gives AMD Room to Shine -( $AMD $APO $C $INTC $META $NVDA $SPCX )

As financing scales up and AI agents create new demand for computing power, the investment case is broadening beyond a single chipmaker.

Artificial intelligence’s next investment chapter is taking shape at the intersection of silicon, software and Wall Street’s balance sheet. SpaceX (NASDAQ: SPCX) is reportedly seeking $40 billion to purchase Nvidia (NASDAQ: NVDA) chips, while Advanced Micro Devices (NASDAQ: AMD) Chief Executive Lisa Su is signaling sustained strength in data-center demand—a combination that supports a bullish, if increasingly selective, view of the AI infrastructure trade. The opportunity seems to be enormous. So is the bill. Bain & Company estimates that sustaining the anticipated global AI build-out could require approximately $6 trillion in annual industry revenue by 2031. That is not a guaranteed sales forecast; it is the economic hurdle the industry must clear. For many, the distinction separates a compelling growth thesis from a very expensive wish list.

SpaceX Gives Silicon Another Boost

SpaceX’s reported financing effort offers a striking illustration of how AI infrastructure is becoming a major capital-markets business. According to Financial Times reporting carried by Yahoo Finance and summarized by Reuters, the company is seeking approximately $10 billion in bank loans and $30 billion in investment-grade debt to finance Nvidia chip purchases. Apollo Global Management (NYSE: APO) is expected to lead the transaction, with completion anticipated in 2027. The financing remains a reported proposal, not a completed funding round or a booked Nvidia sal. For Nvidia investors, the bullish implication is straightforward: a major customer is pursuing financing specifically to acquire its computing technology. The report also describes SpaceX’s preference for Nvidia’s Vera Rubin architecture, reinforcing the strategic importance of the chipmaker’s platform to the customer’s AI ambitions. For Apollo, the opportunity sits on the other side of the transaction. Rather than building the chips or operating the models, it can help supply the capital that makes the infrastructure possible. The reported deal highlights how the AI spending cycle can create business opportunities for financial intermediaries as well as semiconductor companies. The inference is that AI infrastructure is moving beyond a technology-sector spending story toward a broader financing ecosystem. Silicon may get the applause, but someone still has to arrange the seating, and underwrite the auditorium.

AMD’s Next Act: AI Agents

Nvidia’s opportunity does not require AMD’s opportunity to disappear. CEO LisaSu’s latest comments point to strength across AMD’s product portfolio. During a visit to Seoul, she described overall data-center demand as “very strong” and cited “strong demand signals,” according to Reuters reporting. The publication also reported that AMD shares were at a record high and had risen approximately 200% year to date at the time of its article The more consequential development may be the changing nature of AI workloads. Citi analyst Atif Malik raised his AMD price target to $800 from $575, arguing that the company could be a principal beneficiary of an expanding market for central processing units, or CPUs. His thesis centers on agentic AI systems designed to carry out tasks rather than simply answer questions, and demand associated with Meta Platforms’ (NASDAQ: META) Muse AI agent. Citi (C) now projects that the CPU total addressable market could expand from $29 billion in 2025 to $300 billion in 2030. The bank identifies AMD as the primary potential beneficiary and Intel (NASDAQ: INTC) as a secondary beneficiary. Those figures represent an analyst’s forecast, not established market outcomes. That creates a useful distinction for investors: the AI hardware story need not remain exclusively about graphics processing units. Citi’s argument is that more capable AI agents could also drive substantial demand for server CPUs, giving AMD another avenue for growth. The chatbot answered the question. The agent wants to do the work. Apparently, neither intends to economize on computing.

The $6 Trillion Growth Challenge

Bain’s research supplies the financial framework behind these corporate developments. The consultancy estimates that annual AI infrastructure spending could reach $1.5 trillion by 2031, including new data centers, computing capacity and upgrades to installed hardware. Assuming capital expenditure represents approximately 25% of industry revenue, sustaining that spending would require an AI market approaching $6 trillion annually. Existing consumer and enterprise AI applications could generate between $1.2 trillion and $1.8 trillion in annual revenue, Bain estimates. Even at the upper end, that leaves approximately $4.2 trillion in additional revenue to be created through new products, services and sources of economic value. The bullish interpretation is not that the gap will automatically close. It is that the industry’s commercial opportunity remains far larger than the applications already visible. Bain’s framework calls for innovation beyond familiar productivity improvements. Meanwhile, its technology practice chair, David Crawford, told Yahoo Finance that only about 10% of companies have kept pace with AI and put it to use, while the remaining 90% are struggling to keep up. That suggests adoption is a substantial bottleneck, and potentially an important source of future demand if businesses learn to deploy the technology effectively. For many, the next phase therefore depends on two developments advancing together: more capable infrastructure and applications customers find valuable enough to pay for. Building capacity is necessary; monetizing it is the part that makes the spreadsheet smile.

Where the Bull Case Broadens

Taken together, the reports support a broader investment thesis: AI’s expansion could create several distinct pools of opportunity rather than a single winner.

• Nvidia (NASDAQ: NVDA) has a reported customer-financing catalyst tied directly to purchases of its chips, although the SpaceX transaction has not yet closed.
• AMD (NASDAQ: AMD) has management commentary pointing to strong demand and a bullish analyst thesis linking its server business to the growth of AI agents.
• Apollo Global Management (NYSE: APO) has a reported opportunity to arrange and distribute large-scale financing for AI infrastructure.
• Meta Platforms (NASDAQ: META) illustrates how new AI applications could influence infrastructure demand; Citi’s AMD thesis specifically highlights Meta’s Muse agent.
• Intel (NASDAQ: INTC) could participate in the CPU expansion envisioned by Citi, although the bank places AMD at the center of that forecast.

These are different exposures, not interchangeable bets. A chip supplier needs orders and profitable execution. A financier needs attractive underwriting economics. An application developer needs usage that translates into revenue. The same AI expansion can benefit each business differently. The appealing feature of the current setup is the alignment of reported financing activity, management demand signals and new workload expectations. Together, they offer a more substantial bullish foundation than enthusiasm alone. They still do not establish what any stock is worth.

Optimism Needs an Income Statement

The strongest bullish story acknowledges the risks rather than hiding them in the footnotes. SpaceX’s proposed financing would add to an already substantial capital commitment. The Financial Times reported that its bonds due in 2056 were trading at about 85 cents on the dollar, reflecting investor concerns about debt and heavy spending. Access to investment-grade financing does not make capital free, and a large chip budget does not itself establish an attractive return. AMD presents a different challenge: expectations. After the sharp share-price advance reported by Yahoo Finance, strong demand alone may not be enough to support further gains. Citi’s $800 target and CPU-market forecast describe a bullish scenario, not a promised destination. Bain supplies the ultimate test. The AI industry must develop enough new commercial value to support the infrastructure being built; otherwise, spending could slow. Its $6 trillion estimate is a conditional funding requirement, not proof that customers will generate that revenue. Still, the constructive case is increasingly tangible: SpaceX is reportedly seeking capital for Nvidia hardware, AMD’s leadership sees strong demand, and analysts envision AI agents expanding the market for server CPUs. The next leg of the AI investment story may belong to companies that connect those ambitions to durable earnings. Wall Street can finance the future. Eventually, the future has to make its interest payments.

The Sources

1. Yahoo Finance / Financial Times: SpaceX looks to raise $40bn to buy Nvidia chips in financing led by Apollo
2. Yahoo Finance: AI industry needs to rake in $6 trillion in sales by 2031 to sustain its global build-out: Report
3. Yahoo Finance: AMD CEO Lisa Su just struck another bullish note with the stock on fire
4. Reuters: SpaceX seeks $40 billion financing led by Apollo to buy Nvidia chips, FT reports
5. Bain & Company: New Innovation Is Required to Fund AI’s $6 Trillion Buildout
6. Bain & Company: Global AI market could hit $6 trillion annually by 2031 through unlocking value and innovation
7. Financial Times: SpaceX looks to raise $40bn to buy Nvidia chips 
8. Yahoo Finance: Why Citi now thinks AMD stock could rip another 25% because of Meta Muse 
9. Business Standard: Bain: Artificial Intelligence market has to reach $6 trn to justify capex Coverage of Bain’s revenue requirement and projected infrastructure spending.
10. The Straits Times: SpaceX seeks US$40 billion to buy Nvidia chips  Additional reporting noting that financing discussions are preliminary and may not produce a completed deal.