Ring-2.5-1T 的发布，标志着大模型从“聊天机器人（Chatbot）”向“智能体（Agent）”的进化。
The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
。服务器推荐对此有专业解读
看起来，还需要人类接管的L3智驾确实落后了。不过我们需要问——
Фото: Константин Михальчевский / РИА Новости
industrial buildup, and a huge increase in national mobility (brought on by