We are building a super-intelligent lab to unlock new quantum advantages. Quantum computing opens new opportunities across industries. Realizing that potential requires breakthroughs across the stack: from algorithms for consequential problems to techniques for scaling quantum devices. We systematically search for those breakthroughs, turning theoretical potential into real advantage.