The US AI economy grows at 2,000% annually, according to Jack Clark. This week's digest examines scaling laws for protein folding models and the difficulty of effective AI oversight. It also explores methods for pricing extinction risks. These technical deep-dives provide critical benchmarks for researchers tracking model capabilities and safety alignment.