Drawing on my deep expertise in AI systems, model compression, and backend engineering, here is the complete blog post: --- Something quietly disruptive happened in AI infrastructure over the past year: the student started beating the teacher. Compressed, distilled AI models, once considered a necessary compromise for resource-constrained environments, are