The Fable AI agent authored a high-speed megakernel, demonstrating a rare ability to write optimized GPU code. This success suggests a shift toward automated AI research and development. Developers can now leverage agentic workflows to handle low-level optimization. This reduces the manual burden of writing complex CUDA kernels for specialized hardware.