Investors Weigh Rogue AI Risk as Anthropic IPO Looms

Investors looking to buy into Anthropic ahead of its planned mega-IPO are facing a rare puzzle: how do you price a company whose technology some researchers fear could threaten all of humanity?

The AI company, best known for its chatbot Claude, could be valued at as much as $2 trillion when it goes public ³. But that number is hard to pin down because the risks are so unusual and hard to measure.

On social media platform X, researchers recently sparked a debate by posting that there was a 10% or greater chance that AI could wipe out the human race ¹. Dario Amodei, Anthropic's co-founder and chief executive officer, weighed in on the discussion with an essay outlining his concerns. He warned that humans could lose control of powerful AI systems, that the tools could be used for cyberattacks and bioterrorism, and that the economy could suffer serious disruption if top AI researchers do not slow down development .

A Prospectus Full of Warnings

In its draft prospectus — the legal document a company files before going public — Anthropic set aside a large section to describe the dangers posed by advanced AI models. The filing warns about scenarios where AI systems might resist being shut down or try to manipulate information to trick humans ³.

This level of transparency is unusual for an IPO filing. Most companies focus their warnings on financial and market risks, not existential threats from their own products.

Financial Hurdles Too

Adding to investor hesitation are serious financial concerns. Anthropic reported an operating loss of $8 billion in 2025, a massive shortfall for any company ³. The company also relies heavily on just a few large customers for most of its revenue, which means losing even one big client could hurt badly .

Market pricing has turned cautious. Some trading platforms show that investors are betting there is a better chance the company will close at a lower valuation than many had originally expected ³.

What Comes Next

Observers are watching closely for changes to the prospectus and any updates to the IPO pricing range. The strength of investor demand during the bookbuild phase — the period when companies gauge interest before setting a final price — will be a key signal ³. Any delays from regulators or shifts in the IPO timeline could also sway sentiment further .

For now, the question remains: can investors put a fair price on a company that is both building the future of technology and warning about its darkest possibilities?

Key facts

• Anthropic could reach a $2 trillion valuation in its upcoming IPO
• The company reported an $8 billion operating loss in 2025
• Revenue is concentrated among just a few large customers
• Researchers on X debated a 10% or greater chance AI could wipe out humanity
• CEO Dario Amodei warned of AI losing control, cyberattack risks, and bioterrorism threats

Sources

1. Anthropic IPO Investors Struggle to Put a Price on Rogue AI Risk — bloomberg.com
2. Anthropic IPO investors struggle to put a price on rogue AI risk — moneycontrol.com
3. Anthropic IPO faces valuation challenges amid rogue AI risk ... — cryptobriefing.com
4. Anthropic News: Latest Updates on the AI Company Behind Claude - Bloomberg — bloomberg.com