David Silver, the legendary researcher who taught computers to master Go and Chess, is setting his sights on a much larger prize: universal intelligence. His new venture, Ineffable Intelligence, has emerged from stealth with a staggering $1.1 billion funding round, valuing the company at $5.1 billion just months after its inception.
The Rise of the Superlearner
While today’s dominant AI models rely on vast troves of human-generated data, Ineffable Intelligence is taking a different path. Silver’s team is building what they call a “superlearner”—an AI designed to discover knowledge through its own experience rather than studying human records.
This approach centers on reinforcement learning, a field Silver pioneered during his decade-long tenure at DeepMind. Just as AlphaZero learned to defeat world-champion programs by playing against itself, the superlearner aims to master complex skills through trial and error. The company’s ambitions are historical in scale, comparing the potential impact of their “law of intelligence” to Darwin’s theories on life.
A High-Stakes “Coconut Round”
The $1.1 billion investment was led by Sequoia Capital and Lightspeed Venture Partners, with significant backing from Nvidia, Google, and Index Ventures. The round also saw participation from the British Business Bank and Sovereign AI, the UK’s dedicated venture fund.
This massive influx of capital—nicknamed a “coconut round” due to its scale for a seed-stage company—mirrors recent moves by other AI luminaries. Similar ventures, such as Yann LeCun’s AMI Labs and Tim Rocktäschel’s Recursive Superintelligence, have also secured billion-dollar valuations based on the pedigree of their founders.
A Hub for Global AI
Silver, a professor at University College London, is anchoring his “life’s work” in the UK. This move reinforces London’s status as a premier AI ecosystem, fueled by a dense network of DeepMind alumni and new arrivals like Jeff Bezos’ Project Prometheus. In a notable philanthropic twist, Silver has pledged that any personal profits from the venture will be donated to high-impact charities.
