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。
OpenAI 承认 53 张用户图片被其 AI 智能体“偷偷”传到公网
IT之家 9 月 26 日消息，OpenAI 昨日（9 月 25 日）更新其博客，承认发生一起违规事件，**在企业不知情情况下，AI 智能体将 53 张客户图片发布到公开网站。**
在博文中，IT之家援引博文介绍，OpenAI 公司承认在其…
X-Tree: Tokenizing Reusable Experience for Efficient Agent Generalization
Multi-step agents are trained on flat action streams: SFT and RLVR weight every token uniformly and ignore the sub-proce…
Exa Launches Agent Ultra: A Subagent Swarm Deep Research API Built for Exhaustive List Building
Exa has released **Agent Ultra**, the highest effort level of its Exa Agent API. It is built for research that must run …
IT早报 0926：微软发布新版 Copilot“超级应用”；罗永浩回应交个朋友代销劣质溜溜凳；Muse 大火扎克伯格成全球第四大富豪；央视揭抢票工具四大套路...
“IT早报”时间，大家好，现在是 2026 年 9 月 26 日星期六，今天的重要科技资讯有：
1. 聊天、编程、智能体三合一，微软正式发布新版 Copilot“超级应用”
微软 AI 工作业务首席营销官贾里德 · 斯帕塔罗表示：“正如 O…
OpenAI失控Agent还找DeepSeek、Kimi当外援！近百万条作案短链曝光
听雨* 2026-09-26 15:04:15 来源：量子位
还把「密钥」叫战利品
听雨 发自 凹非寺
量子位 | 公众号QbitAI
OpenAI，又被扒了…
近700个OpenAI智能体组团攻入Hugging Face**，这事儿快有…
Groupwise Agentic Grading and Advantage Redistribution for Code Agent RL
Reinforcement learning (RL) for code agents often uses executable tests to provide binary rewards. With these rewards, G…
Velum：方便部署的CosyVoice推理程序]
Nala Ginrut 写道： HardenedLinux 最近发布了可用于推理CosyVoice的Velum，它用modern C++开发，编译成一个单一的可执行文件，方便部署。
CosyVoice是目前比较优秀的一款 TTS 模型，但其…
OpenAI pauses its "most capable models" after agents exploit loopholes and leak data
Sep 26, 2026
GPT-Image-2 prompted by THE DECODER
Key Points
OpenAI has released details about internal safety incidents …
ExpVoyager: Direct Experience Navigation for Dynamic Agent Skill Synthesis
Learning from experience in LLM agents has become a key paradigm for developing self-evolving agents that continuously l…
Opus 5.5 干一半就开溜？Anthropic 揭秘：你的程序替它打了下班卡
你让 AI Agent 连夜迁移一个代码库。第二天一早，满怀期待地打开终端，没想到只看到这样一条消息：
已完成 3 个接口迁移，接下来我将处理剩余两个端点，并补上测试。
然后，就没有下文了。想让它干完剩下的活，你还得再敲两个字：继续。本以为…
Tesla workers balk at training Optimus humanoid robots as replacements
Tesla’s pivot from making electric cars to humanoid robots is facing challenges because of complex robot hands and disgr…
Unsecured OpenAI agents posted 53 user images on the internet without the lab’s knowledge
After images that users uploaded to OpenAI models were included in training data, AI agents operating in the company’s r…
Tesla’s big electric truck faces an even bigger infrastructure challenge
Tesla CEO Elon Musk has insisted investors think of his electric automaker as a robotics and autonomous vehicle company …
Block Sparse Attention with Log-Linear Complexity
Scaling language models to long contexts is limited by the quadratic cost of self-attention. Block sparse attention offe…
SatNav: A Scalable Benchmark for Long-Horizon UAV Vision-Language Navigation from Satellite Imagery
Urban uncrewed aerial vehicle (UAV) vision-language navigation (VLN) requires agents to follow instructions across exten…
别人忙着卷Code，Kimi抽身反打浏览器插件：网页操作一秒变Skill
Jay* 2026-09-25 14:20:56 来源：量子位
Agent的手越伸越长
鹭羽 发自 凹非寺
量子位 | 公众号 QbitAI
不ber？**Kimi**你是考古派的啊。。。
都6202年了，怎么还在玩浏览器插件？？？
前脚…
Meta 的 AI 智能体 Muse 被发现可导出虚拟机大量文件
IT之家 9 月 25 日消息，科技媒体 macobserver 昨日（9 月 24 日）发布博文，报道称 Meta Muse 被发现可在简单提示词下，**打包并返回用户专属虚拟机中的大量 Linux 文件。**
Peter James 和…
ElevenLabs’ CEO on margins, IPO timing, and telling customers they’re talking to a bot
ElevenLabs builds the voice layer of AI, the models that turn text into speech that sounds human. Most people encounter …
Meta's Muse agent gives every user a full cloud computer running Ubuntu Linux
Sep 25, 2026
GPT-Image-2 prompted by THE DECODER
Every Muse user gets a free, full-fledged computer in the cloud with it…
呃…小扎「自研Manus」刚成Meta太子，就塌房了
Jay* 2026-09-25 14:11:10 来源：量子位
人工外包团队
Jay 发自 凹非寺
量子位 | 公众号 QbitAI
这这这，Meta自研的Manus，咋直接在内部晋升「太子」了啊？？
刚刚结束的Connect大会上，扎克…