What Anthropic’s potential IPO and Nvidia’s move regarding Hugging Face reveal about a new source of value in AI.
Two stories from the world of AI stood out this week. Le Figaro reported on Anthropic’s preparations for a potential IPO, with a valuation that could reach $2 trillion—a figure that, if realized, would place the company among the most valuable businesses in the world. A few days later, CNBC reported on Nvidia’s move to acquire Hugging Face, one of the most influential platforms in the open-source AI ecosystem.
On the surface, the two stories have little in common. One is about the extraordinary amount of capital accumulating around a leading AI company; the other is about Nvidia potentially expanding its reach beyond the computing infrastructure on which much of the AI economy already depends. But when viewed side by side, they raise a more interesting question: where is value really shifting in AI?
For the past few years, the AI race has largely been framed in terms of technology: who has the most powerful model, who controls the most computing power, and who is moving the fastest. These questions remain fundamental. Yet what interests me about these latest developments is that they point to another form of competitive advantage: the ability to occupy a position within an ecosystem that others depend on, rely on, and trust.
From powerful products to powerful positions
Anthropic has built Claude, but its role today extends beyond the product itself. The company has become closely associated with some of the key discussions surrounding the development of AI, ranging from enterprise adoption to safety and responsible deployment. Regardless of the valuation the market ultimately assigns to Anthropic, the company has succeeded in becoming one of the key points of reference through which the broader AI landscape is understood.
Hugging Face occupies a very different position. Its importance stems not from owning the dominant foundation model, but from becoming a central hub for the open-source AI community—a place where models, datasets, and tools are shared, discovered, and used. Nvidia, meanwhile, already occupies perhaps the most strategically important position of all, providing the computing infrastructure that underpins much of the current AI boom.
I am not suggesting that these positions are equivalent, or that reputation somehow explains trillion-dollar valuations. Technology, revenue, infrastructure, capital, and growth obviously drive value on an entirely different scale. But from my perspective, looking at these companies through the lens of reputation and communications, there is something striking about what they have in common: each has become more than just a product or a company. Each has become a point of reference within its ecosystem. And that matters because the economics of attention are changing.
When visibility becomes abundant, authority becomes scarce
Communicators have spent decades helping organizations compete for visibility. Being seen, being mentioned, appearing in search results, earning media coverage, and participating in the conversations that shape a market have all been fundamental to building a reputation.
But visibility itself is becoming extraordinarily easy to create. Generative AI enables organizations—and everyone else—to produce more content, across more channels, at a faster pace and at a lower cost than ever before. We are entering an environment in which the volume of available information may grow far faster than our ability—or willingness—to consume it.
That creates a paradox. There have never been more opportunities to be visible, yet visibility alone may be becoming less valuable. When anyone can publish, the question shifts from “Who can be seen?” to “Who is worth paying attention to?” And that is fundamentally a question of authority.
For brands, this is not simply a matter of producing better content. Authority is built up across an ecosystem: through what an organization says and does, the expertise it demonstrates, the journalists and analysts who write about it, the people who recommend it, the communities that discuss it, and the consistency with which all of these signals reinforce—or contradict—one another.
AI is now adding another dimension to that ecosystem. People are increasingly asking generative systems questions they might previously have explored through multiple searches, media articles, analyst reports, or conversations with colleagues: Who are the leaders in this market? Which companies are credible on this issue? What are the alternatives? Which technology should my organization consider? Instead of simply presenting a page of links, AI systems are increasingly synthesizing information into a single answer. This means organizations are no longer communicating only with the people they want to influence. Their reputation is also being interpreted by systems that retrieve, connect, and summarize the information available about them.
This is where I believe the traditional boundaries between communications, reputation, media relations, search, and AI visibility begin to blur. For years, we have thought about reputation in terms of two broad dimensions: what an organization says about itself and what others say about it. Today, there is a third layer to consider: what algorithms find when they search.
That does not mean algorithms are replacing human reputation. In many ways, the opposite is true. The information an AI system can find and trust is influenced by the ecosystem of evidence that already exists around an organization: its own content, of course, but also journalism, expert commentary, third-party references, communities, and other credible sources. What changes is the way that evidence is assembled and presented.
The New Struggle for Authority
This is why I find the Anthropic and Nvidia/Hugging Face stories so interesting when considered together. They are not evidence of the same strategy, nor should two news stories be stretched into a grand theory about the AI industry. Both stories are still unfolding.
But they do highlight something that I think businesses—well beyond the AI sector—should pay attention to. Some of the most powerful companies in this new economy aren’t just building products. They’re establishing positions from which they influence how an ecosystem develops, what people use, where communities gather, and which organizations become points of reference for others.
Most companies will never operate on the same scale as Nvidia or Anthropic. But they are increasingly facing a similar challenge. Customers, investors, employees, and partners are dealing with an unprecedented volume of information. Search is changing. AI is becoming another intermediary between organizations and their audiences. And the question of who is highlighted, referenced, and trusted is becoming increasingly important.
That should change the questions leaders ask about their communications. Not simply: How visible are we? But: When someone is trying to understand our market—whether they’re asking a journalist, searching Google, or asking an AI—are we one of the organizations they encounter, understand, and trust?
Because in a world of abundant information and increasingly synthetic content, visibility is becoming cheap. Authority is not.
Sources
- Le Figaro: Anthropic’s preparations for a potential IPO.
- CNBC: Nvidia's move to acquire Hugging Face.
