The Fable AI system wrote a high-performance megakernel, marking a shift toward automated AI research and development. This capability allows the model to optimize low-level code without human intervention. It suggests a transition toward recursive self-improvement loops. Developers can now expect AI to handle complex GPU optimization tasks that previously required manual expertise.