The Fable agent authored a high-performance megakernel, demonstrating a concrete leap in AI-driven R&D automation. This capability moves beyond simple code generation into specialized hardware optimization. Developers can now automate the creation of complex GPU kernels. This shift reduces manual engineering bottlenecks for researchers building custom high-speed compute operations.