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Artificial Intelligence, Real Bubble?

Public markets were soft over the past week, with the S&P500/Nasdaq100 -2%/-2%. YTD the S&P500/Nasdaq100 are now +13/+17%. In our view, weak performance was driven primarily by China tariff fears and weakness in certain regional banks (e.g. ZION) around credit concerns. (Source: Bloomberg)

The U.S. equity market today reflects at least two potential symptoms of AI-driven euphoria: narrow market leadership and high valuations. While the AI “revolution” is rooted in genuine technological breakthrough, valuations across the ecosystem—from semiconductors to cloud providers to LLM developers—already appear to discount expectations of a multi-year boom. In public markets, the rally remains highly concentrated among a handful of companies, notably the “Mag 7,” which are now ~1/3 of total US equity market capitalization vs. ~1/5 pre-AI (i.e. pre-2023, roughly when ChatGPT was released). (Bloomberg)

And valuations are not cheap either. Currently, the “Mag 7” trades at a 26x 2026E P/E, a 23% premium to the broader market. YTD, the S&P Technology Index is +22% vs. +13% for the S&P500. In private markets, leadership has been similarly concentrated, most notably with LLM providers OpenAI, Anthropic, and x.AI, which are +224% YTD. (Bloomberg; NPM)

Moreover, the interconnections among these entities are unusually tight LLM developers like OpenAI depend on hyperscalers such as MSFT for compute. Cloud providers depend on NVDA’s GPUs and TSMC’s foundry capacity. And every CRWV data center expansion is constrained by local power availability and regulatory permitting. This means that shocks—whether a GPU shortage, foundry delay, or grid constraint—can ripple through the system almost instantly. Furthermore, financial linkages reinforce the technical ones: strategic cross-investments (e.g., NVIDIA’s stakes in data centers) and secondary transactions at escalating valuations create feedback loops of optimism and liquidity. (Bloomberg; NPM)

The “no bubble” argument is that growth for many AI companies appears to actually be accelerating. For instance, when the media reported OpenAI’s financial projections on 4/25, many investors were skeptical. However, the company came back on 9/25 and actually raised its revenue forecast. In addition, infrastructure providers like TSMC have guided to durable, structural demand for hardware and software. What is undeniable, however, is a high concentration of performance in a small number of names raises potential for market swings, whether private or public. (Bloomberg; NPM; The Information)

BIGGEST MOVERS AND TOPICAL NAMES

Based on our proprietary Tape D® data, the best performers of the large-cap names in the private market thus far in 2025 have been Anthropic (+315% estimated share price performance), Crusoe (+245%), and OpenAI (+180%). (Source: NPM)

RECENT EVENTS

  • OpenAI reported an agreement with Broadcom to co-develop 10GW of custom AI chips over 4 years. (10/13’ StrictlyVC)
  • Credit fraud fears rise amidst worries around regional banks. (10/16; Bloomberg)
  • TSMC says conviction on AI megatrend is “strengthening.” (10/16; Bloomberg)
  • The DOJ seized $15bn of cryptocurrency in Cambodia. (10/14; CNBC)

NOTABLE CAPITAL RAISES

  • Healthcare ring company Oura raised $900mm at an $11bn valuation. (10/14; The Information)
  • Code assistant Poolside is raising $2bn at a $14bn valuation. (10/15; StrictlyVC)

NOTABLE EXITS

  • Goldman Sachs is acquiring SF-based VC Industry Ventures in a deal valued at up to $965mm. (10/15; StrictlyVC)
  • European data center provider Nscale is considering a 2026 IPO post-signing a $14bn GPU supply agreement with MSFT (10/14; StrictlyVC)

This commentary is produced by the Capital Markets desk of NPM Securities, LLC (“NPMS”), a broker-dealer registered with the U.S. Securities and Exchange Commission, a member of FINRA and SIPC, and is solely for internal use by you. Any unauthorized distribution to any other external party is prohibited. This commentary is provided for general informational purposes only, including the statistical information provided herein, and should not be considered a recommendation or personalized investment advice. The material is based in part on information from third-party sources that we consider reliable, but which have not been independently verified by us and for this reason, we do not represent that the information is accurate or complete. The price and value of the investments referred to in this document and the income from such investments may fluctuate, and investors may realize losses on these investments, including a loss of principal. The information should not be taken as tax, investment, legal or other advice, nor should it to be relied upon in making an investment or other decision. You should obtain relevant and specific professional advice before making any investment decision. Nothing related to the information in this communication should be construed as a solicitation, offer, or recommendation to acquire or dispose of any investment or to engage in any other transaction. Past performance is not indicative or a guarantee of future performance or returns. Investing in private company securities is not suitable for all investors. An investment in private company securities is speculative and involves a high degree of risk. You must be prepared to withstand a total loss of your investment. Private company securities are also highly illiquid and the is no guarantee that a market will develop for such securities. Each investment also carries its own specific risks and investors should conduct their own, independent due diligence regarding the investment, including obtaining additional information about the company, opinions, financial projections and legal or investment advice. Accordingly, investing in private company securities is appropriate only for those investors who can tolerate a high degree of risk and do not require a liquid investment. Please note these securities are being resold pursuant to an exemption from registration and may not be resold by means of any form of general solicitation or any advertising. Registered representatives of NPMS do not (i) advise on the merits or prudence of a particular investment or transaction, or (ii) assist in the determination of fair market value of any security. Conflicts of interest may arise relating to our business dealings with some or all of the companies referenced herein, including potential advisory, transactional and other conflicts of interests. Any prices may not include transactional fees or fees charged by NPMS. Nasdaq Private Market, LLC is not (i) a registered exchange under the Securities Exchange Act of 1934; (ii) a registered investment adviser under the Investment Advisers Act of 1940; or (iii) a financial or tax planner, and does not offer legal, financial, investment, or tax advice. Nasdaq Private Market is operationally independent and distinct from the Nasdaq Stock Market LLC.

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