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 ...

开源大模型的竞争正从参数规模转向推理底座。Prime Intellect 开源了生产级推理平台 Prime Inference，靠 Prefill/Decode 物理分离与 NVFP4 显存压缩，让 GLM-5.3 在 GB200 上跑出每秒 100 Token。 平时大家聊开源大模型，注意力往往全放在模型参数有多大、榜单刷了多少分上，真到了实际把模型拉出来跑 Agent 的生产环境，很多人立刻傻 ...

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 ...

Managing a Shogi tournament involves many tasks beyond the games themselves, such as registering participants, creating ...

Python 3.15.0 was released on October 9, 2026. The "Removed" section of the official "What's New in Python 3.15" document ...

Learn how to build smaller, more secure Django Docker images using multi-stage builds, slim Python images, and non-root ...

In 2015, Terri Irwin added 33,000 acres to Mourachan, a Queensland conservation property that now covers 117,174 acres and ...

We’re giving developers, enterprises, scientists, and consumers access to Gemini 4 Argon, our latest frontier model.

An open-source AI research workbench with 23 built-in Skills, 525 marketplace Skills, 36 research connectors, and four agent ...

SAN FRANCISCO, CA / ACCESS Newswire / October 13, 2026 / A single AI coding assistant can answer a question or make a change. Real engineering work needs more: research, code, tests, security review, ...

Big update to the open-source rigging framework adds unified facial rigging, a new animation picker, and 3D onion skinning.

Meta has released Muse Wonder and Muse Wonder Full, its most capable models so far. Muse Wonder is a frontier model from Meta ...