The US AI economy is growing at 2,000% annually. Jack Clark analyzes new scaling laws for protein folding and the difficulty of establishing effective oversight for advanced systems. He also examines methods for pricing AI extinction risks. These findings provide a technical framework for researchers quantifying model capabilities and catastrophic risk.