Makes models 10–100× faster, cheaper, more hallucinative.Knows every optimization trick. Invents the missing ones.Writes the paper, builds the system, proves it works.Curious by default.Stack: PyTorch, CUDA, diffusion models, quantization, distillation, inference optimization.