The US AI economy is growing at 2,000% annually. Jack Clark examines scaling laws for protein folding models and the difficulty of effective AI oversight. He also explores methods for pricing the extinction risk of advanced systems. These insights provide a technical lens for researchers tracking the intersection of biological modeling and systemic safety.