The US AI economy grows at 2,000% annually, according to Jack Clark. This edition explores scaling laws for protein folding models and the difficulty of establishing effective oversight. It also examines methods for pricing the extinction risk of advanced systems. These insights provide a technical lens for AI safety researchers.