Sequoia putting Alfred Lin behind David Silver's new venture is one of the strongest signals yet that top-tier capital is looking past pure LLM scaling toward experience-driven learning. Silver isn't just a famous name — he's the architect of the self-play paradigm behind superhuman game-playing systems, and his 'era of experience' thesis with Rich Sutton reads like a natural roadmap for this company. The bet is bold: what worked in Go and chess hasn't yet cracked open-ended real-world tasks, where reward signals are messy and verification is hard. If the 'super learner' framing holds, this becomes a serious new lab competing with DeepMind and OpenAI for the same scarce RL talent. We'd wait for concrete benchmarks before calling a paradigm shift — but as a talent-plus-capital signal, this is about as strong as it gets.