The AI tool Fable wrote the first genuine megakernel, achieving top-tier speed for GPU operations. This success demonstrates a shift toward automating complex R&D tasks that previously required human experts. Developers can now accelerate low-level optimization. It suggests a move toward recursive self-improvement loops in software engineering.