The twilight of the chatbots: AI capabilities accelerating

Epoch found Opus 4.7, working autonomously for 14 hours, built a software package equivalent to 2-17 weeks of human work for $251 in tokens. The article argues AI capabilities are accelerating faster than exponential while frontier models like Claude Fable and GPT-5.6 face government restrictions.