In 2026, Hugging Face elevated kernels to a first-class repository type (alongside models, datasets, and spaces) on their hub. If you are responsible for distributed AI inference in production, your first reaction probably would be: "My images already ship kernels, and they are working, what actually has changed?" The short answer is that nothing has changed inside your inference runtime. However,...