Generalist AI in Talks for $3B Valuation, Led by 8VC

A New Robotics Contender Chases Unicorn Status

Generalist AI, a startup building physical AI systems for robotics, is reportedly in talks to raise a new funding round that would value the company at roughly $3 billion, with venture firm 8VC expected to lead the deal 1. The talks underscore how aggressively investors are chasing companies that apply large-scale AI models to real-world, embodied tasks rather than purely digital software — a category increasingly dubbed "physical AI" 1.

Part of a Broader Capital Surge

Generalist's fundraising discussions land amid a broader wave of outsized AI financings spanning multiple continents and business models. In China, Moonshot AI has closed a $3.5 billion round that pushed its valuation to $35 billion, with backers betting its Kimi-K3 model can compete directly with offerings from OpenAI and Anthropic and positioning the company for a potential future listing 2. That deal illustrates how China's leading AI labs are attracting capital at a scale that increasingly rivals — and in Moonshot's case now exceeds — many of their American counterparts.

Not every marquee Chinese AI fundraise is proceeding smoothly, however. DeepSeek, the company led by Liang Wenfeng that had been seeking a second major capital infusion at a valuation near $5 billion, has reportedly paused a roughly 10 billion yuan round 37. Reporting attributes the pause to a mix of factors: controversy stemming from remarks Wenfeng made about the U.S.-China AI rivalry, heightened regulatory scrutiny, and sensitivity around Nvidia chip access, all while the company simultaneously advances plans for an eventual IPO 37. The episode is a reminder that even the most closely watched AI names can see financing plans stall amid geopolitical and reputational pressure.

Industrial and Consumer AI Also Drawing Big Checks

The momentum isn't confined to foundation-model makers. Nominal, a Los Angeles-based startup whose software helps engineers build, test, and validate complex hardware systems, has reached a $1 billion valuation and is expanding into Seattle with a permanent office and active hiring — the latest sign of an industrial AI boom taking root in that market 4. Beyond AI infrastructure and robotics, capital is also flowing into AI-adjacent consumer platforms: live shopping startup Whatnot is reportedly in talks to raise funding at a $20 billion valuation, driven by livestream sales momentum in fashion and collectibles 5.

A Reality Check on Performance

Even as valuations climb, questions about the reliability of AI systems persist. A recent medical AI study found the same critical flaw — dangerous omissions in clinical recommendations — across OpenEvidence, OpenAI, Anthropic, and Doximity's tools, suggesting that healthcare AI's central challenge is no longer adoption or funding but proving the technology is safe at the point of care 6. Taken together, the funding activity and the performance findings point to an industry where capital is arriving faster than proof of real-world reliability, a tension likely to shape scrutiny of the next wave of AI deals.