The US AI economy grows at 2,000% annually, according to Jack Clark. New research examines scaling laws for protein folding models and the financial pricing of extinction risks. These findings challenge current oversight methods. Practitioners must now reconcile rapid economic expansion with the technical difficulty of monitoring high-risk, large-scale biological models.