The Fable system wrote a high-performance megakernel, demonstrating that AI can now automate complex GPU programming. This capability moves beyond simple code generation into specialized R&D optimization. Developers can expect faster iteration cycles for custom hardware kernels. It suggests a shift toward autonomous software engineering for the most demanding compute tasks.