2026 年 9 月 22 日 Claude Opus 5.5 发布后，社交平台上很快出现了大量 “一句话出片” 的作品：十几秒的动效作品集、带旁白的科普短片、配着钢琴曲的动态设计，甚至还有一支两分半钟的完整 MV。 于是不少人得出了两个结论：要么是 ...
文章浏览阅读79次。自动化迁移最容易翻车的地方是：智能体特别擅长宣布自己完成了。所以这个项目先把"完成"变成机器可判定的检查。原文说得很直接：人类唯一必须做的工作，就是把验证搭好，让大规模自主交付变得可能。TUI parity：把 ...
InfoQ中国 on MSN
从 Demo 到生产：AI Agent 缺的到底是什么?
搭一个 AI Agent Demo，可能一个下午就够了。但要把它真正做到可以投入生产，完全是另一回事。 一个生产级 Agent 必须稳定在线、足够安全、控制好成本，而且当它不可避免地出问题时，你还得有足够的可观测性去弄清楚到底哪里出了错。这些能力几乎都不是模型本身提供的，而是来自你围绕模型搭出来的所有东西：记忆、工具访问、模型路由、护栏、成本控制，以及当 ...
Making Friends with Old PCs and NAS —Introduction — AI is smart. But who is doing the actual work?Recent AI is quite capable.
In recent years, with the evolution of generative AI, "AI agents that autonomously execute tasks" rather than just interacting via chat have been attracting attention.To conclude, even those without p ...
Spread the loveIt’s no secret that artificial intelligence and automation are reshaping industries across the board, but for ...
Spread the love“`html Look, if you’re a young developer, especially one fresh out of school or just starting your career, you ...
The Maker’s Guide to AI Coding shows makers how to build useful software with AI through four practical projects, from ...
Tech Times on MSN
Anthropic launches free AI vulnerability scanner as Google's open source bug bounty halts
Anthropic OSS Scanner, launched October 8, 2026, gives open-source projects free AI-powered vulnerability scanning using ...
Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...
XDA Developers on MSN
A 29MB AI model is the most useful thing I've run on my Raspberry Pi 5, and it doesn't need ...
The tiniest AI model I've tried on a Raspberry Pi 5 is only 29MB, and it's surprisingly handy ...
Tristen O'Brien has always wanted to automate his life. He shared how he uses over 100 personal AI agents to do it.
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