The arms race in AI foundational models has officially moved beyond a simple contest of "parameters and computing power" and entered into a battle of "capital and commercial access." According to...Bloomberg NewsOpenAI has raised over $40 billion from private equity firms such as TPG and Bain Capital, and has finalized a joint venture plan worth up to $100 billion; Anthropic has also demonstrated strong market defensiveness, swiftly announcing a partnership with financial investment firms such as Blackstone and Goldman Sachs within minutes of the news breaking.Establish similar joint venturesThis means that Silicon Valley's AI companies are trying to leverage Wall Street's capital to directly "deploy" AI technology into the infrastructure of traditional enterprises worldwide.
Why choose private equity? A "VIP pass" that kills two birds with one stone.
For OpenAI and Anthropic, choosing to form a multi-billion dollar joint venture with a private equity firm is a strategically significant "breaking out of the circle" move.
In the past, AI companies typically relied on cloud service providers (CSPs) like Microsoft, Amazon, or Google to expand into the B2B enterprise market, or they built large sales teams to approach individual companies one by one. But private equity firms are different. They hold extremely large portfolios of traditional industries, covering the lifeblood of the real economy, such as healthcare, global logistics, traditional manufacturing, and retail.
Through these joint ventures, OpenAI and Anthropic have essentially gained a "VIP pass" to the internal IT systems of countless enterprises. In order to improve the valuation and operational efficiency of their portfolio companies, private equity firms will inevitably use their influence as "major shareholders" to strongly push these traditional companies to adopt AI solutions to reduce labor costs from the top down. Therefore, for AI companies, this will be a "shortcut" with the least resistance and the fastest monetization.
Anthropic's lightning counterattack: The undeniable anxiety surrounding pathways.
Anthropic's responsiveness in this competition is intriguing. Just minutes after OpenAI's announcement, Anthropic immediately announced its collaborations with Blackstone Group and Goldman Sachs.
This is not just about grabbing media coverage; it also highlights the current "pathway anxiety" in the AI field.
As the fundamental capabilities of large language models gradually narrow, and rankings can change at any time, the switching costs for customers are actually not high. Anthropic knows that if OpenAI takes the lead in seizing the workflows and databases of traditional enterprises through private equity firms, it will become extremely difficult to get Claude in later.
Therefore, even if it's a tough one, Anthropic must demonstrate comparable commercial deployment capabilities to the market at the same time.
Analysis of viewpoints
In the past few years, discussions about AI have always focused on GPU computing power, the number of model parameters, or benchmark scores. But as we enter 2026, with the gradual maturation of agentic AI technology, AI has the ability to directly execute complex business tasks, and the battlefield has begun to shift accordingly.
These multi-billion dollar joint ventures, created by Wall Street private equity firms and Silicon Valley AI startups, will essentially become the most powerful "AI system integrators" of the future, no longer just selling API interfaces, but directly selling "digital labor".
For many traditional industries, this could be a forced upgrade battle. In the future, the adoption of AI by enterprises may no longer be an innovation project initiated by the CIO, but rather a survival indicator that must be implemented under the performance pressure of the private equity shareholders behind them.
