The US AI economy currently grows at 2,000% annually. Jack Clark examines scaling laws for protein folding models and the difficulty of establishing effective oversight. He also evaluates methods for pricing AI extinction risks. These technical deep-dives provide arXiv-based practitioners with a critical lens on model safety and biological research.