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There is something fascinating happening in the AI industry right now.
Anthropic, the company behind Claude, is preparing for what could become one of the biggest IPOs in history. The latest reports suggest Anthropic could begin marketing the offering around mid-October 2026, with a potential valuation approaching $2 trillion. The company has reportedly delayed its prospectus from early September to later this month and is also working on a $15 billion revolving credit facility.
That alone would make Anthropic's IPO a huge financial event.
But the more interesting story is what it says about Dario Amodei, Anthropic's strategy, and the growing tension between frontier AI companies and the enterprise software world.
And that is where Alex Karp, the outspoken CEO of Palantir, becomes particularly interesting.
Dario Amodei's very different AI company
Dario Amodei didn't build Anthropic simply to become another software company.
He came out of OpenAI, where he was deeply involved in AI research and safety. Anthropic was founded around the idea that increasingly powerful AI systems needed to be developed with a stronger emphasis on safety and controllability.
That philosophy remains embedded in the company's identity.
Anthropic is a public benefit corporation, and its unusual governance structure includes the Long-Term Benefit Trust, which has significant influence over the board. The company is reportedly also preparing a special class of shares that would give Amodei and other founders enhanced voting power after the IPO.
That is an important detail.
Amodei isn't simply preparing Anthropic to become another public technology company where quarterly earnings dictate everything.
He appears to be trying to preserve the ability to make long-term decisions about AI even after outside shareholders arrive.
That is going to be tested enormously once Anthropic is worth hundreds of billions — or potentially trillions — of dollars.
The numbers are getting ridiculous
The scale of Anthropic's growth is one of the reasons Wall Street is so interested.
Reuters reported in August that Anthropic was projecting approximately $190 billion to $200 billion in revenue for 2028, compared with a reported annualized revenue run rate of around $47 billion at the time.
More recent reports put the annualized revenue rate at around $65 billion.
Those numbers are extraordinary.
But there is an important catch.
Anthropic is spending extraordinary amounts of money to generate that growth.
The company has been signing enormous infrastructure commitments as demand for Claude and Claude Code has exploded. Reuters recently reported deals involving tens of billions of dollars of computing capacity, including agreements with Microsoft/Nvidia-backed infrastructure, Nscale and Lambda.
This is the fundamental economic problem with frontier AI:
Revenue is growing incredibly quickly, but the cost of producing intelligence is also enormous.
And investors are going to get their first real look at the economics when Anthropic opens its books.
And then there is Alex Karp
This is where the Anthropic story becomes much more interesting.
Alex Karp, the CEO of Palantir, isn't exactly dismissing Anthropic.
Quite the opposite.
He has described Dario Amodei as an extremely important figure and called Anthropic the leading frontier model company.
But Karp has also been brutally critical of the frontier AI business model.
In June, Karp told CNBC that Palantir's enterprise customers were increasingly frustrated with companies such as Anthropic and OpenAI.
His argument is relatively simple:
Having the world's most powerful model isn't the same thing as delivering value to a business.
Karp has criticized the industry's obsession with increasing model capability and token consumption — what he calls "tokenmaxxing" — while arguing that the real value lies in integrating AI into actual business operations.
And this is where Palantir's philosophy differs dramatically from Anthropic's.
Anthropic wants to build increasingly capable intelligence.
Palantir wants to put intelligence into the machinery of organizations.
The interesting part: they actually need each other
The irony is that Karp's criticism doesn't mean Palantir and Anthropic are enemies.
They are increasingly complementary.
Karp himself has pointed out that many of Anthropic's publicly discussed projects run on Palantir's platform.
Think about the distinction.
Anthropic builds Claude.
Palantir builds the operating environment around Claude.
One creates the intelligence layer.
The other creates the organizational layer that determines what that intelligence is allowed to do.
That distinction could become extremely important over the next five years.
Dario is betting on the intelligence layer
Amodei's bet is essentially that intelligence itself will become one of the most valuable commodities in the world.
If Claude becomes substantially better at coding, reasoning, scientific research, cybersecurity, mathematics and autonomous work, then the demand for the underlying model could become enormous.
Anthropic doesn't necessarily need to own every application.
It needs to become one of the companies providing the intelligence underneath them.
That is a very different strategy from traditional SaaS.
Microsoft didn't need to build every application that ran on Windows.
Google didn't need to create every website on the internet.
Anthropic is betting that something similar could happen with AI.
Karp is betting on the layer above
Karp sees another opportunity.
Even if intelligence becomes cheap and abundant, businesses will still need systems that understand:
who can access what
what data an AI can use
how AI agents interact with employees
how decisions are audited
how sensitive information is protected
how AI gets integrated into existing workflows
how organizations actually deploy autonomous systems
This is where Palantir has spent years building its business.
And Karp believes this implementation layer may ultimately capture enormous value.
He has argued that the implementation of AI is where much of the value will reside over the coming years.
That could turn out to be one of the most important observations in the entire AI market.
The IPO will answer some uncomfortable questions
Anthropic's IPO isn't just about whether investors want to own Claude.
It will force the company to answer questions that private markets allow it to avoid.
How much does every dollar of revenue actually cost?
How much computing capacity does Anthropic need to support another 10x growth?
What happens to margins when competitors lower prices?
How much of the company's revenue comes from a relatively small number of enormous customers?
Can AI models maintain pricing power as open-weight and Chinese models improve?
And perhaps the biggest question:
Does frontier AI become a high-margin software business, or does it remain an extremely expensive infrastructure business?
The forthcoming prospectus should give investors much better visibility into these questions.
Dario vs Karp isn't really a battle
I don't think the real story is Dario Amodei versus Alex Karp.
It's intelligence versus implementation.
Amodei represents the frontier-model philosophy:
Build the most capable intelligence possible, make it safe, and distribute it widely.
Karp represents the enterprise-integration philosophy:
Intelligence is useless unless you can put it inside an organization and make it actually work.
Both can be right.
In fact, the biggest AI companies of the next decade may be built around the combination of the two.
Claude might become incredibly powerful.
Palantir might become the system through which companies deploy that intelligence.
And other companies will build specialized applications on top of both.
The biggest risk for Anthropic
The danger isn't necessarily OpenAI.
It isn't necessarily Google.
It isn't even necessarily Chinese AI.
The biggest danger may be commoditization.
If models become increasingly interchangeable, businesses may stop caring whether their underlying model is Claude, GPT, Gemini or an open-weight model.
They'll simply use whichever one is cheapest and good enough.
That would be terrible for a $2 trillion valuation.
And this is precisely where Karp's argument becomes relevant.
If intelligence becomes abundant, the scarce resource may not be intelligence anymore.
It could be proprietary data.
It could be distribution.
It could be enterprise integration.
It could be security.
It could be workflows.
It could be trust.
Or it could be the infrastructure required to turn an AI model into an autonomous employee.
The Anthropic IPO is bigger than Anthropic
This is why I'm watching this IPO closely.
Anthropic going public will give investors something they haven't really had before: a detailed financial picture of a frontier AI laboratory operating at enormous scale.
And the market's reaction will tell us something important.
If investors accept a $1.5–$2 trillion valuation, the message will be that Wall Street believes frontier AI companies can become some of the most valuable businesses ever created.
If investors push back, it could mark the beginning of a more sober phase for AI valuations.
Either way, Dario Amodei is about to find out what happens when the safety-focused AI lab he helped build becomes a public company answering to millions of shareholders.
And Alex Karp will probably continue asking the uncomfortable question:
After all the intelligence has been created, where does the actual economic value end up?
That may ultimately be the most important question in the entire AI industry.
Disclosure: This is an analysis of the reported IPO plans and strategic positions of Anthropic and Palantir, not investment advice.