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IntelIntel
FUNDING & BUSINESSIntel2026-04-27

Former DeepMind Researcher David Silver Raises $1.1B for Ineffable Intelligence, AI Lab Building 'Superlearner' Without Human Data

Key Takeaways

  • ▸Ineffable Intelligence raises $1.1B at $5.1B valuation to build AI that learns without human data using reinforcement learning
  • ▸Founded by David Silver, former DeepMind researcher who led development of AlphaZero, signaling investor confidence in his proven track record
  • ▸Funding round led by Sequoia Capital and Lightspeed, with strategic participation from Google, Nvidia, and the UK's sovereign AI fund
Sources:
Hacker Newshttps://techcrunch.com/2026/04/27/deepminds-david-silver-just-raised-1-1b-to-build-an-ai-that-learns-without-human-data/↗
Hacker Newshttps://www.wired.com/story/david-silver-ai-ineffable-intelligence-reinforcement-learning/↗

Summary

Ineffable Intelligence, a British AI lab founded by renowned researcher David Silver, has secured $1.1 billion in funding at a $5.1 billion valuation to develop novel AI models that learn without relying on human-generated data. The funding round, led by Sequoia Capital and Lightspeed Venture Partners with participation from Google, Nvidia, Index Ventures, and the UK's Sovereign AI fund, represents a significant bet on reinforcement learning as an alternative approach to large language models. Silver, who spent over a decade at Google-owned DeepMind leading the reinforcement learning team and was instrumental in developing AlphaZero, aims to create a "superlearner" capable of discovering knowledge and skills purely through trial-and-error learning. The company's ambitious vision claims that if successful, it will represent a scientific breakthrough comparable to Darwin's law of evolution—explaining and building all intelligence—positioning itself as the next generation of AI beyond current LLM-based systems.

  • Positions reinforcement learning as competing alternative to large language models for next-generation AI systems
  • Part of trend of 'pentacorn' AI startups in London founded by star researchers, reinforcing the city's emergence as major AI hub
Generative AIReinforcement LearningStartups & FundingAI Safety & Alignment

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