Anthropic’s upcoming IPO prospectus will list negative public sentiment toward AI and data centers as a formal risk factor, as the company preps a potential offering near a $2 trillion valuation, sources tell CNBC.
Anthropic’s upcoming IPO prospectus will include something notably candid for a company approaching a potential trillion-dollar-plus valuation: an acknowledgment that growing public backlash against AI itself could pose a genuine risk to the business. According to people familiar with the matter, negative sentiment toward artificial intelligence and data center expansion will be formally listed as a risk factor in the filing, expected to land in the coming weeks.
Why This Disclosure Matters
Anthropic is preparing to go public at a moment when public opinion on AI has grown noticeably more skeptical. A rising number of Americans have expressed concern about AI’s impact on jobs, and opposition to new data center construction has become increasingly vocal in communities across the country. For a company whose entire valuation story depends on continued, aggressive AI infrastructure expansion, having to formally acknowledge that public resistance to that very expansion is a material business risk represents a notable moment of transparency — and a signal of just how mainstream the AI backlash has become.
Anthropic has reportedly already begun preliminary “test-the-water” meetings with bankers and investors in San Francisco, an early step companies typically take to gauge investor appetite ahead of a formal public offering.
A Potential Record-Setting IPO
The scale of what Anthropic is preparing for is genuinely enormous. The company is currently valued at close to $1 trillion in private markets, but people familiar with the matter say investors are projecting Anthropic could eventually float at a valuation closer to $2 trillion once it goes public — a figure that would make it one of the largest public offerings in history.
For context on just how large that would be, Elon Musk’s SpaceX — which competes with Anthropic through its own AI division — raised $85.7 billion including the underwriter option in a recent offering, making it by far the largest IPO on record to date. If Anthropic’s IPO reaches anywhere close to the valuation investors are currently projecting, it would dwarf even that historic raise.
Anthropic confidentially filed paperwork to go public back in June, positioning itself ahead of rival OpenAI in the race to become the first major frontier AI lab to hit public markets. The company declined to comment on the specific details reported by CNBC.
The Infrastructure Spending Behind the Growth
Much of the tension behind this particular risk factor traces back to how Anthropic, like rival OpenAI, has been operating. The company has been pushing infrastructure partners to build out computing capacity at an extremely rapid pace in order to keep up with demand for its advanced AI models and services. Tech’s major hyperscalers are collectively spending hundreds of billions of dollars this year alone on capital expenditures tied to data center development and the purchase of the specialized computing chips needed to train and run large AI models.
That scale of physical infrastructure buildout — new data centers, increased energy demand, and the broader footprint required to support frontier AI development — is precisely what’s fueling much of the community-level opposition Anthropic’s prospectus will reportedly cite as a risk. Local pushback against new data center projects has become an increasingly common flashpoint in communities weighing the economic benefits of hosting such facilities against concerns about energy usage, water consumption, and local infrastructure strain.
Cost Concerns Add Another Layer of Risk
Public sentiment toward AI’s societal impact isn’t the only backlash-related risk facing Anthropic’s IPO story. Enterprise customers — Anthropic’s largest source of revenue — have also grown increasingly vocal about the cost of deploying AI models at scale. Earlier reporting has highlighted growing “AI sticker shock” among corporate clients, with one AI consultant describing a case where a company’s CFO accidentally spent half a billion dollars on Anthropic’s Claude models in a single month.
A broader industry survey by Bain, covering nearly 1,000 companies, found that many businesses investing in AI reported the expected value simply “didn’t arrive,” with 40% of surveyed companies seeing cost savings below 10% despite significant AI investment. Even OpenAI CEO Sam Altman has publicly acknowledged this dynamic, telling CNBC that corporate concern over AI costs represents “the most fair criticism of AI so far.”
A Company Betting Big at a Delicate Moment
Anthropic’s IPO push arrives at what analysts describe as a genuinely delicate moment for the broader AI investment story. Some market observers have warned that the current AI rally across public markets looks stretched, adding complexity to the timing of Anthropic’s eventual public debut. At the same time, Anthropic has continued posting strong underlying growth metrics, reportedly tracking toward tens of billions of dollars in annual revenue and recent profitable quarters — details that offer a counterweight to concerns about cost backlash and slowing enterprise demand.
Whether that underlying growth story proves durable enough to support a near-$2 trillion valuation, even as public sentiment toward AI and data center expansion grows more contentious, is likely to be one of the central questions facing investors as Anthropic’s IPO process moves forward in the coming weeks.
Frequently Asked Questions
Q: What risk factor will Anthropic’s IPO prospectus include? According to sources, the filing will list negative public sentiment toward AI and data center expansion as a formal risk factor, acknowledging that growing public backlash could pose a genuine business risk.
Q: How much is Anthropic currently valued at? Anthropic is valued at close to $1 trillion in private markets, with investors projecting a potential IPO valuation of roughly $2 trillion.
Q: When did Anthropic file to go public? Anthropic confidentially filed paperwork to go public in June, positioning itself ahead of rival OpenAI in the race to be the first major AI lab to complete a public offering.
Q: Why are people opposing new data centers? Community opposition to new data center construction has grown due to concerns over energy usage, water consumption, and strain on local infrastructure, tied to the rapid pace of AI infrastructure expansion.
Q: Is AI cost backlash also a risk for Anthropic? Yes. Beyond public sentiment toward AI broadly, enterprise customers have grown increasingly vocal about the high cost of deploying AI models at scale, with some businesses reporting that expected returns on AI investment have fallen short of expectations.
