The Fable AI system wrote a high-performance megakernel, marking a shift toward automated AI research and development. This capability suggests a recursive self-improvement loop for hardware optimization. Developers can now automate the creation of complex GPU code. This reduces the manual burden of writing low-level kernels for machine learning workloads.