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DeepMind Veteran Secures $1.1 Billion to Build Self-Learning AI Backed by the UK

The bet signals a state push to anchor frontier AI talent in Britain.

Overview

  • Ineffable Intelligence, which disclosed a $1.1 billion seed on Monday, is valued at $5.1 billion with Sequoia and Lightspeed co-leading the round.
  • The UK’s Sovereign AI Unit is co-investing alongside the British Business Bank, which said it put in $20 million, to scale the company’s work from London.
  • Founder David Silver plans to train agents through reinforcement learning, a trial-and-error method, so the system learns inside simulations rather than from human text datasets.
  • Investors including Nvidia, Google, DST Global and Index joined the round, reflecting a broader 2026 surge of star researchers leaving big tech to start well-funded frontier labs.
  • Supporters say building and testing agents in simulations could help study behavior and alignment, yet the company’s own framing highlights open technical and safety questions.