AI 是有这个本事，但人真能这么用 AI 吗？想象一个很具体的场景吧。我那位朋友到了下午茶时间，同事们吵吵闹闹地要点奶茶，询问「你要不要凑单」。此时此刻，你喊出暂停，拿出 AI，陈述问题，请 AI 帮忙「劝我不要喝奶茶」，并在阅读了 Gemini 写出的千字小作文之后决定不参与凑单、改吃新鲜水果……
“先交朋友，再教动作。”周馆主这么说。
，这一点在新收录的资料中也有详细论述
But duplicating the entire block gives you the full recipe twice. The model runs the complete reasoning circuit, produces a refined intermediate representation, and then runs the same circuit again on its own output. It’s a second pass. A chance to catch what it missed the first time, to refine its abstractions, to push the reasoning one step deeper.
I wrote this blog title as a joke on LinkedIn, but enough people egged me on that I then fleshed it out into a full article.
马斯克转发Starlink官方账号的帖子称：“星链移动（Starlink Mobile）的下一代卫星将从太空提供 5G 速度的服务，数据密度是当前 V1 代卫星的 100 倍。