NVIDIA has announced a partnership with British AI startup Ineffable Intelligence to jointly develop next-generation AI systems based on reinforcement learning. Founded by David Silver, the former head of the reinforcement learning team at DeepMind and lead researcher of AlphaGo, the company focuses on building superintelligent systems capable of autonomously discovering new knowledge. Unlike mainstream large models that rely on human-labeled data, its technical approach achieves continuous learning through agent-environment interaction, trial-and-error, and self-iteration. The two parties will leverage NVIDIA's Grace Blackwell and Vera Rubin platforms to construct large-scale training data pipelines, advancing the development of 'super learner' technology. This collaboration marks a paradigm shift in AI toward autonomous experiential learning, with Silver believing this path holds the potential to transcend human knowledge boundaries and achieve higher-order intelligence breakthroughs.