The US AI economy grows at 2,000% annually, according to Jack Clark. This latest update examines scaling laws for protein folding and the difficulty of pricing extinction risks. It also explores the complexities of AI oversight. These technical deep-dives provide critical benchmarks for researchers tracking model capabilities and systemic safety risks.