The Fable AI system wrote a high-performance megakernel, demonstrating that LLMs can now automate complex GPU programming. This marks a shift toward autonomous AI research and development loops. Developers can now offload low-level optimization tasks to models. This specific capability reduces the manual effort required for extreme hardware acceleration.