NVIDIA and Ineffable Intelligence build reinforcement learning infrastructure

NVIDIA has entered into a strategic collaboration with Ineffable Intelligence, the London‑based artificial intelligence lab founded by AlphaGo architect David Silver. The partnership is focused on building the next generation of reinforcement learning (RL) infrastructure, enabling systems that learn continuously from experience rather than relying solely on human‑curated datasets. Jensen Huang, founder and chief executive officer of NVIDIA, described the initiative as a step towards “superlearners: systems that learn continuously from experience". He emphasised that the collaboration will co‑design hardware and software pipelines capable of supporting large‑scale RL workloads, which are fundamentally different from traditional pretraining approaches. Reinforcement learning as the next paradigm Reinforcement learning agents are AI systems that learn by trial and error, converting computation into new knowledge. Silver, a pioneer in the field, explained that while researchers have largel