Anthropic warns AI could pose existential risk in $US100b listing push
The firm behind Claude says AI could bring cures for major diseases within reach and transform the economy, but its prospectus warns advanced systems could pose catastrophic risks as economists question the scale and financing of the AI boom
Anthropic, the AI company behind Claude, has released a prospectus as it seeks to raise $US100 billion ($142 billion) in a public listing. It warns investors they may never see their money again because advanced AI could pose catastrophic or existential risks to humanity, while saying the technology could transform the economy and bring cures for major diseases within reach.
Anthropic's filing says sufficiently advanced AI systems could pose catastrophic or existential risks to humanity, particularly if misused, replicated, weaponised or allowed to operate with a high degree of autonomy. In the same document, the company argues that AI is "one of the most consequential technologies in human history", one that could accelerate scientific innovation, greatly increase economic growth rates, bring cures for major diseases within reach and solve problems that have resisted generations of human effort.
The warning comes amid a global AI construction boom that has drawn comparisons with the canal boom of the 1830s, the railroad boom of the late 19th century, the rollout of electricity, the federal highway system and the dotcom rush. This year alone an estimated US$1 trillion will be spent on data centres and the computer servers inside them. In Australia, PwC analysts estimate data centre spending could reach $157 billion by the turn of the decade and $342 billion by 2036. If the boom accelerates, spending could reach $428 billion or more than 10 per cent of GDP. Federal Treasury forecast non-mining investment to grow just 1 per cent through 2025-26; it grew 14 per cent, thanks to the AI boom.
Columbia University economist Stijn Van Nieuwerburgh estimated last month that AI infrastructure spending would equal 3.63 per cent of US GDP between 2025 and 2032, larger than the 2.24 per cent share of GDP for the late-19th-century railroad boom. Nvidia, which produces hardware vital to AI, is currently the world's most valuable company at US$5.2 trillion, and 13 of the 19 companies worth more than US$1 trillion are tied to AI. A successful listing would make Anthropic the 20th company worth more than US$1 trillion.
Economists are also questioning how the boom is financed. Bank for International Settlements chief economist Phurichai Rungcharoenkitkul has examined what AI companies call “circular financing”, in which a large tech company or chipmaker invests or lends to an AI start-up that must then buy chips or cloud services from the same company. By some accounts, up to 55 per cent of investment in AI firms comes from other AI businesses. He found boom-bust patterns recur across history, from US canal mania in the 1830s to the dotcom boom of the 1990s, and concluded that the AI boom “creates fragility that undermines itself”: the more capacity the sector builds, the higher the productivity bar it must clear to sustain the boom.
Fitch Ratings put a number on the risk: a 35 per cent drop in share prices over six months would push the US into recession quickly, with the economy 3.2 per cent smaller within a year. Market expectations are already under scrutiny. Alphabet, which owns Google and YouTube, saw its shares fall 10 per cent this week despite revenue from its AI cloud business jumping 108 per cent, as investors weighed its plan to spend up to US$200 billion on infrastructure next year. Reserve Bank assistant governor Brad Jones noted the “exuberance” around tech companies, saying earnings expectations for the US IT sector beyond the next three years had, until recently, been running at about 45 per cent a year in perpetuity.
The boom is already showing up in prices. Spending by IT companies on equipment has soared 220 per cent over the past year, and computer equipment prices have risen 6.3 per cent after falling 91 per cent between 2000 and 2025. Australian inflation data this week showed prices for games and hobbies up 15.5 per cent over the year to September, the fastest since the bureau began tracking the sector in 1998, because gaming companies are competing with cashed-up AI firms for computer chips. The construction is also drawing local opposition, with US communities facing higher utility bills as new data centres become their noisy neighbours.
ANZ chief economist Richard Yetsenga said AI and the construction boom underpinning it would ultimately deliver long-term economic and productivity improvements that could dwarf previous technological advances, and that the infrastructure being built would last for years. Every new form of technology has prompted new policy imperatives that need to be resolved, and AI seems the same, he said. Supporters such as Elon Musk argue AI could bring extraordinary economic growth, while critics warn it could lead to mass unemployment as the technology replaces workers. Australian Signals Directorate director-general Abigail Bradshaw said AI technologies had changed the cybersecurity landscape, enabling malicious actors to identify vulnerabilities and attack faster and at greater scale. The agency believes AI will help it prevent the avalanche of attacks.
Anthropic says that if AI is directed at humanity's hardest problems and its risks are managed, “the potential is extraordinary”.
Anthropic’s S-1 shows that research and development (R&D), not serving customers, uses most of the company’s compute: at least two-thirds of its chip spending goes to model training, research and internal use of Claude.
$8.95B on compute in the first half of 2026, but only $2.38B of its costs went to serving paying customers
Serving paying customers takes barely a quarter of that compute and already brings in far more revenue than it costs.
Those customers cost $2.38B to serve against $16.29B in revenue, leaving 85 cents per dollar, up from 12 cents a year earlier.
Because Anthropic buys most capacity 12 to 18 months ahead, surging demand lifted revenue per compute dollar from $0.40 in Q1 2025 to $2.08 in Q2 2026.
Anthropic's public listing is one of the largest tests of investor appetite for AI, and its own prospectus openly warns of existential risk.
The boom is already reshaping economies: Australian Treasury's non-mining investment forecast of 1 per cent growth was overtaken by 14 per cent actual growth, and prices for computer equipment and games are climbing as AI firms compete for chips.
A correction would not be gradual: Fitch's scenario has a 35 per cent fall in share prices cutting US GDP by 3.2 per cent within a year.
Background
AI companies are spending heavily on data centres, specialised chips and cloud capacity as they compete to develop and deploy generative AI systems. The scale and the interlocking way the boom is financed have surprised central banks and drawn comparisons with the great infrastructure and technology booms of the past two centuries.
Key Perspectives
Anthropic: says AI is "one of the most consequential technologies in human history" that could cure major diseases and accelerate scientific innovation, but warns that sufficiently advanced AI systems could pose catastrophic or existential risks to humanity.
Phurichai Rungcharoenkulkit (Bank for International Settlements): says boom-bust patterns recur across history and that the AI boom "creates fragility that undermines itself".
Brad Jones (Reserve Bank of Australia): says the "exuberance" around tech companies rests on US IT earnings expectations that had been running at about 45 per cent a year forever.
Richard Yetsenga (ANZ): says the boom will deliver long-term productivity gains, the infrastructure will last for years, and every new technology brings new policy imperatives.
Abigail Bradshaw (Australian Signals Directorate): says AI enables malicious cyber actors to attack faster and at greater scale, while also helping defenders.
Critics of the boom: warn of mass unemployment as AI replaces workers.
What to Watch
Whether Alphabet's planned infrastructure spending, up to US$200 billion next year, produces profits that reassure investors or continues to weigh on its shares.
Whether the share of AI investment coming from other AI businesses, put by some accounts at up to 55 per cent, keeps growing or begins to unwind.
Whether Anthropic's public listing proceeds and becomes the 20th company worth more than US$1 trillion.
11 claims in this story checked against 1 source: 10 supported.
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SupportedAnthropic warns that advanced AI could pose an existential risk to humanity.The Age - Latest News: ““Sufficiently advanced AI systems could … pose catastrophic or existential risks to humanity, particularly if such systems were misused, replicated, weaponised, or allowed to operate with a high degree of autonomy,” it noted.”
SupportedAnthropic is seeking to raise $US100 billion through a public listing.The Age - Latest News: “an AI company that is seeking to raise $US100 billion ($142 billion)”
SupportedThe prospectus warns investors they may never see their money again because AI could pose catastrophic or existential risks.The Age - Latest News: “The firm behind Claude warns potential investors they may never see their money again – because the world will have come to an end.”
SupportedAnthropic says AI could bring cures for major diseases within reach.The Age - Latest News: ““If managed well, it could rapidly accelerate scientific innovation, greatly increase economic growth rates, bring cures for major diseases within reach and solve problems that have resisted generations of human effort.””
SupportedAnthropic describes AI as “one of the most consequential technologies in human history”.The Age - Latest News: ““We believe that AI is one of the most consequential technologies in human history,” it said.”
Partly supportedAn estimated US$1 trillion will be spent on data centres and servers this year.The Age - Latest News: “This year alone, an estimated $1 trillion will be spent on data centres and the computer servers to fill them.”
SupportedPwC analysts estimate Australian data-centre spending could reach $157 billion by the turn of the decade.The Age - Latest News: “Analysts from PwC estimate spending in this country on data centres could reach $157 billion by the turn of the decade”
SupportedFederal Treasury forecast non-mining investment to grow 1 per cent through 2025-26, and it grew 14 per cent.The Age - Latest News: “Treasury had forecast non-mining investment to grow by just 1 per cent through 2025-26. It actually grew by 14 per cent thanks to the AI boom.”
SupportedBy some accounts, up to 55 per cent of investment in AI firms comes from other AI businesses.The Age - Latest News: “By some accounts, up to 55 per cent of the investment in AI firms is coming from other AI businesses.”
SupportedRungcharoenkitkul concluded that the AI boom “creates fragility that undermines itself”.The Age - Latest News: ““[The] AI boom creates fragility that undermines itself,” he concluded.”
SupportedFitch said a 35 per cent fall in share prices over six months would push the US into recession quickly and leave its economy 3.2 per cent smaller within a year.The Age - Latest News: “a 35 per cent drop in share prices over a six-month period, due to investors losing their love for tech companies, would drive the US into recession exceptionally quickly. ... the American economy would be 3.2 per cent smaller in a year’s time.”