Windows remains the most practical OS for most consumers, and that matters because it means there is no clean exit for the people being failed by it. MacOS is polished and stable but paternalistic by design: Apple creates deliberate friction around installing software from outside its ecosystem, the interface carries a genuine learning curve for anyone transitioning from Windows, and a MacBook Air M4 starts at $1,099 against a capable Windows laptop at around $400. Sure you can buy the $599 MacBook Neo too, but it’s genuinely less of a laptop and more of a netbook. The price difference between a regular MacBook and a similarly spec’d Windows laptop is not marginal in most of the world, particularly in the markets where Windows adoption is highest. Linux is genuinely improving year over year and deserves acknowledgment for it, but recommending Ubuntu to a non-technical family member invites more trouble than relief. The alternatives exist, but they serve a different user than the one who has to ask for a laptop recommendation.
蒸馏是模仿，学强模型的输出，把它的「答案形状」复制过来；RL 是探索，模型必须大量自己推理、自己生成、在错误里反复迭代，从试错中提炼能力。
。新收录的资料是该领域的重要参考
I’ve been writing an increasing amount of Rust‑based Wasm over the past few years. The internet has many opinions about Wasm, and wasm-bindgen is — let’s say — not universally beloved, but as I get more experience with it and learn how to work around its shortcomings, I’ve found some patterns that have dramatically improved my relationship with it.。关于这个话题，新收录的资料提供了深入分析
fn main() - int {