Anthropic, the creator of the AI assistant Claude, has filed for its initial public offering (IPO), and the paperwork is packed with both promise and peril. The filing, made public this week, shows revenue soaring to $16.3 billion in the first half of the year—a 14-fold jump from the same period last year. But losses also ballooned, topping $80 billion, though most of that is tied to a type of debt that grows more expensive as the company's valuation climbs.
The numbers are staggering, but they come with a warning: nearly 100 pages of the filing detail risks that go beyond finances. Anthropic flags that its AI models could potentially manipulate people, evade monitoring, resist shutdown, or even pose existential threats. That's a lot for investors to chew on between now and the expected IPO date in mid-November.
What's driving the growth?
Anthropic's revenue surge is a sign of how quickly businesses and consumers have adopted generative AI tools. Claude, its flagship model, competes directly with OpenAI's ChatGPT and Google's Gemini. The company's computing costs have exploded too—nearly quadrupling to $8.9 billion—as it builds and runs the massive data centers needed to train and operate its models. It has committed hundreds of billions more over the next decade to secure computing power, a move that underscores how capital-intensive the AI race has become.
To fund that spending, Anthropic has built up a war chest of about $112 billion in cash. That cushion gives it room to keep investing, but it also highlights the scale of the bet: the company is spending heavily now in hopes of dominating a market that could reshape entire industries.
What investors are watching
The biggest question mark is the price. Anthropic hasn't disclosed how much it plans to raise, but insiders suggest it could be as much as $100 billion, which would value the company at up to $2 trillion. That would make it one of the largest IPOs in history, and it would set the tone for the broader AI trade. As the first American AI lab to go public, Anthropic's debut will influence expectations for rival OpenAI, which is also rumored to be preparing for a listing. The ripple effects could be felt across the tech sector, from backers like Amazon and Alphabet to the chipmakers that depend on AI spending.
Anthropic isn't the only one tapping investors for cash. In June, Alphabet targeted raising as much as $85 billion, and SpaceX pulled in $86 billion in its stock launch. Now Meta is reportedly planning to raise up to $95 billion to keep its own AI spending going. That wave of mega-raisings suggests the market's appetite for AI-related investments remains strong, but it also raises questions about how much capital these companies can absorb.
Toyota's humanoid bet
In a separate but equally ambitious move, Toyota is betting big on humanoid robots. The world's largest carmaker plans to deploy 400,000 robots across its factories and supplier network, spending about $6.4 billion a year on automation starting in 2028. It has already put robots to work in North American plants and helped develop the AI "brain" behind Boston Dynamics' humanoid, which is owned by Hyundai.
The timing could be right. Japan was once the leader in robotics, but Chinese companies have stolen the spotlight with flashy, agile humanoids. With Japan facing a shrinking workforce, robots are increasingly seen as reinforcements rather than replacements. And humanoids could eventually cost more than cars, giving Toyota a new growth engine.
Why it matters for investors
Toyota's move is both offensive and defensive. Chinese carmakers have overtaken Japanese ones in Europe, capturing 12.7% of the market in September versus Japan's 11.9%. Five years ago, Chinese brands barely had 1%. To stay competitive, Toyota needs smarter factories that can produce cars faster and cheaper.
But Toyota has overpromised before. Hydrogen cars and next-generation batteries haven't lived up to the hype. And even 200,000 humanoids would be a small fleet compared to the ten million vehicles it produces each year. Investors will still want the core car business to perform.
For individual investors, the humanoid trend could benefit Japanese robotics component makers. Companies like Harmonic Drive, which makes precision gears for robot limbs, and Nabtesco, which produces reducers for joint movement, could see demand rise no matter which robot maker wins. Fanuc and Yaskawa are also teaming up with other Japanese firms to develop AI for robots using Nvidia's technology.
But those stocks are no longer under the radar. Their valuations have shot up, and the humanoid market could take years to grow into them. As with Anthropic, the promise is real, but so is the risk.
