Frontier AI can reason, write code, and tackle complex problems, but what happens when AI begins improving the very processes by which it learns and discovers? Recursive is pursuing self-improving intelligence as an engine for scientific discovery. What technical breakthroughs are needed to make that vision a reality, and what guardrails will be essential to building it safely?