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David Silver’s Ineffable Raises $1.1 Billion for Experiential AI With UK Backing

The financing bets on reinforcement learning as a path to AI that discovers new knowledge beyond human training data.

Overview

  • Ineffable Intelligence, which announced the round Monday, raised a record $1.1 billion at a $5.1 billion valuation.
  • The seed was co-led by Sequoia and Lightspeed with participation from Nvidia, Google, Index Ventures and DST Global, and the UK’s Sovereign AI Fund and British Business Bank also invested.
  • The startup plans to build reinforcement-learning agents that learn by trial and error inside simulations rather than from internet text, with the aim of creating a general-purpose “superlearner.”
  • David Silver says training inside simulated worlds will let researchers observe how agents behave toward others, which he frames as an early safety step to catch risky emergent behavior.
  • The launch highlights a wider shift as leading researchers leave big labs to form well-funded “neolabs,” and it aligns with the UK’s push to keep frontier AI talent and compute capacity in Britain.