The Fable AI system wrote the first genuine and fastest megakernel for GPUs. This achievement demonstrates a shift toward automating complex R&D tasks that previously required manual expert tuning. Developers can now leverage AI to optimize low-level hardware performance. This reduces the technical barrier for creating highly efficient custom compute operations.