Six months ago, Ineffable Intelligence didn't exist.
Today it's sitting on a record $1.1 billion seed round, and Nvidia just wired itself in as an engineering partner.
Some of the biggest names in AI research are walking out of Big Tech to start their own labs, and Nvidia is showing up at the door of nearly every one of them.
The Bet On 'Superlearners'
Most AI today is trained on what humans already know. Ineffable wants to build something that learns the way a kid learns, by trying, failing, and trying again.
That approach is called reinforcement learning, and founder David Silver led the team that pioneered it at Google's DeepMind. Now he runs his own lab built around the same idea.
The pitch is what Nvidia CEO Jensen Huang calls "superlearners" - AI systems that learn from experience rather than just memorizing data humans feed them.
"Researchers have largely solved the easier problem of AI: how to build systems that know all the things humans already know," Silver said. The harder problem, he says, is teaching machines to discover new things on their own.
That's what the partnership is built around. Nvidia's Grace Blackwell chips and Vera Rubin platform will run the math, and engineers from both companies will work side by side on the project.
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A Record Seed Round And A New Wave Of AI Labs
Ineffable's $1.1 billion seed round in April is one of the biggest first checks ever written for a private company. Sequoia and Lightspeed co-led it, with backing from Nvidia, Google, DST Global, Index, and the U.K. government's Sovereign AI Fund.
Ineffable isn't alone. Other Big Tech defectors are raising big rounds too:
- Recursive Superintelligence, founded by former DeepMind engineer Tim Rocktäschel, just raised $650 million.
- AMI Labs, started by Yann LeCun after he left as Meta's AI chief, closed a $1 billion round in March.
- Periodic Labs and Humans&, both founded by ex-staff from OpenAI, DeepMind, Anthropic, or xAI, have raised hundreds of millions too.
One investor keeps showing up across all of them: Nvidia. The chip giant has placed bets on most of the new wave of post-Big Tech AI shops.
That gives Nvidia a front-row seat to whatever wins, because either way it sells the chips.
What To Watch
Whether reinforcement learning is the real path to "superintelligence" or just the next AI buzzword is far from settled. The money is moving fast, and Nvidia is sitting at the center of it.
For investors, it's another sign the AI build-out keeps growing - from Big Tech budgets to a fast-growing list of startups, all running on the same chips.
The next year will tell us whether $1.1 billion to a six-month-old lab was vision or vertigo.
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