The Fable AI agent authored the first genuine megakernel, achieving top-tier execution speeds. This milestone demonstrates a shift toward automating complex R&D tasks. By writing optimized low-level code, the system reduces human engineering overhead. Practitioners should expect faster iteration cycles as agents begin managing GPU hardware optimization directly.