Distilling Kimi Into Qwen Doesn't Give You Kimi. It Gives You Qwen With Kimi's Handwriting

What actually transfers when you fine-tune an open model on a frontier model's reasoning traces: the mechanics, the evidence it works, the evidence it mostly moves format, and how to tell which one you got.