智能体生态观察
智能体生态动态速递
追踪 AI 智能体（Agent）生态的模型发布、框架开源、行业落地与安全治理动态。
奇瑞 iCAR V27 长续航版 9 月 30 日上市，现款 16.98 万元起
IT之家 9 月 20 日消息，据易车今日报道，iCAR V27 长续航版将于 9 月 30 日上市，除了续航里程的提升，新车还将在座舱舒适、智能体验方面进行全面升级。 IT之家注意到，奇瑞 iCAR 首款增程 SUV 车型 V27 于今年…
PackLab: A Comprehensive Framework for Developing, Training, and Evaluating MLLMs in Robotic Bin Packing
Robotic bin packing requires long-horizon sequential decision-making, as each object placement affects the available spa…
One to More, More to One: Category-Aware Iterative Expert Training for Software Engineering Agents
Repository-level software engineering (SWE) comprises heterogeneous task categories, whose progress under pooled agentic…
微软花费 12 万美元 token 将 Copilot 运行时移植到 Rust 语言]
微软利用使用 GPT-5.6 Sol 和 Claude Opus 4.8 的 AI 智能体、历时 14.5 周，花费 12 万美元 token 将 Copilot 运行时从 TypeScript 语言移植到 Rust 语言。该项目采用逐个更…
中国电信开源首个全栈国产轻量级智能体大模型 Xing4.0-29B-A4B
IT之家 9 月 19 日消息，中国电信于 9 月 17 日发布新一代星辰大模型 Xing4.0-29B-A4B，该模型总参数量 29B，激活参数仅 4B，原生支持 256K 上下文，可扩展至 512K， 是国内首个基于国产算力与国产框架完…
GPT-6 Astra and Claude Fable turn robot arms into slapstick killer robots in new safety benchmark
Leading AI models usually attempt dangerous tasks rather than refuse them when controlling a robot, according to the Rob…
Transferring the Intelligence of VLMs to Robotic Control
Humans can seamlessly adapt to both physical and digital worlds, suggesting that while a digital-to-real gap exists in e…
Neural Spectral Capacity: Measuring and Designing Architectures from Network Specification Alone
Modern Transformer design and compression both reduce to allocating capacity under a budget. The standard scalars for th…
Qwen3.8-Omni-Flash undercuts Google's Gemini Flash pricing while matching its multimodal benchmarks
Qwen3.8-Omni-Flash is Qwen's first multimodal model designed for AI agents. It processes audio and video together and in…
U.S. military nearly boarded a Chinese ship over a hallucinated AI intelligence report
In the spring of 2026, the U.S. military came within minutes of boarding a Chinese ship because an AI chatbot falsely fl…
Self-Organizing Agent Teams Learn to Reason Together
Collective intelligence depends not only on what team members know, but also on how they organize their work. When the s…
Unity launches official plugins for Claude Code and OpenAI Codex to stop AI agents from using outdated tutorials
Unity has released official plugins for Claude Code and OpenAI's Codex. The article Unity launches official plugins for …
Towards Full Pipeline FP8 Reinforcement Learning for LLMs
Reinforcement learning (RL) has become a key technique for improving the reasoning and agentic abilities of large langua…
Google’s new ‘CC’ is an AI agent that helps families run their households
Google is refocusing its CC AI agent on household coordination, letting families share emails, schedules, and tasks so t…
比亚迪第二代腾势 D9 车型 OTA 升级，AI 超级智能体“迪迪虾”上新
IT之家 9 月 19 日消息，比亚迪第二代腾势 D9 OTA 于近日焕新升级，AI 超级智能体“迪迪虾”上新。 IT之家整理如下： 新增迪迪虾智能搭子，焕新上线。一站式解锁五大新功能，支持 7 分屏和全屏设置。 新增生态智能体服务吃喝玩乐…
Google Deepmind's Dream-RSI helps AI agents improve by “dreaming” about past attempts
Google and Deepmind's Dream-RSI lets AI agents "dream" through past search runs to test new strategies without costly re…
Claude Code 宣布添加支持“AI 通用说明书”AGENTS.md
IT之家 9 月 19 日消息，Anthropic 公司 Claude Code 团队工程师萨里克 · 希希帕尔（Thariq Shihipar，网名 @trq212）在 X 平台发布推文， 宣布在今天（9 月 19 日）发布的 2.1.2…
百度地图张朝远：两轮车用户对地图需求排在 TOP3，如果一辆两轮车没有地图导航能力，很难说它是真的智能
9 月 19 日下午消息，在 2026 中国摩托车重庆论坛上，百度地图智能服务产品负责人张朝远发表《骑行智能新旅程》演讲。 他表示，地图从四轮到两轮上车，并不是简单的搬运。在智能化上， 两轮车的用户对地图的需求排在 TOP3 。如果一辆智能…
Meta Launches Muse for Mac: A Personal AI Agent That Works Across Your Files, Mail, Messages, Calendar and Notes
Meta has released Muse for Mac, the first version of Muse that can complete things on a user’s computer. The agent works…
Salesforce Agentforce: Bridging the Enterprise AI Gap from ‘Vibe Coding’ to Battle-Tested Orchestration
Building an AI prototype is easy, but operating autonomous agents at scale requires production-grade tooling. Salesforce…