The Fable AI system wrote the first genuine megakernel, achieving top-tier speed for GPU operations. This development suggests a shift toward automated AI research and development loops. By removing manual coding bottlenecks, GPU optimization becomes a software task rather than a human one. Practitioners can now automate complex hardware-level performance tuning.