The Fable agent wrote the first genuine megakernel, achieving top-tier speed. This development suggests AI can now automate complex R&D tasks previously reserved for expert human engineers. By optimizing low-level code, AI agents reduce the manual overhead of hardware acceleration. This marks a concrete step toward autonomous software optimization loops.