你让它画「红烧肉」，它可能老老实实给你画一块正在燃烧的肉；你让它在海报上写句中文，它往往会给你凑出一堆毫无意义的鬼画符。缺乏对真实世界的常识，是第一代 AI 最容易让人崩溃的地方。
important to use the tool as an aid, not a replacement for the developer's
，这一点在服务器推荐中也有详细论述
Nature, Published online: 25 February 2026; doi:10.1038/d41586-026-00563-3
为80岁母亲手机设三重“防骗墙”失效，“技术男”把亲身经历告诉大家引以为戒
Measured on Apple M3 16GB with simulated audio input (Tensor::randn). Times are per-encoder-forward-pass (Sortformer: full forward pass).