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。
Microsoft disrupts AI-assisted platform that compromised 12,000 accounts
Microsoft said Tuesday that it led an industry-wide disruption of a subscription-based scam platform that used an AI cha…
YouTube’s conversational video editing tool lets creators make edits in natural language
YouTube announced a bunch of new creator tools at Wednesday’s Made On YouTube event, including a conversational editing …
Hacking group ShinyHunters claims it breached the FBI, stole agents’ and applicants’ data
ShinyHunters, a prolific cybercriminal group known for large-scale data theft and extortion, says it has breached the FB…
OpenAI Releases GPT-6 Sol and Luna: 50% Cheaper API Pricing and Benchmarks
OpenAI has released GPT-6 Sol and GPT-6 Luna, 2 new models in its GPT-6 family. They sit below GPT-6 Astra, which launch…
Kyutai Releases Voice of Reason: A Speech-Native Model that Solves Spoken Math with Reinforcement Learning
Kyutai has released **Voice of Reason**, 2 open-weight speech-to-speech models that solve math problems out loud. Both s…
Just-in-Time Memory: Learning to Curate Task-Adaptive Memory for LLM Agents
Agentic memory systems reuse past experience to improve future performance, yet most existing designs curate memory at w…
rabbit 沉寂许久后发布 OS3 智能体操作系统，支持多设备编排
IT之家 9 月 23 日消息，人工智能初创企业 rabbit 曾因其口袋 AI 设备 Rabbit R1 名噪一时。但在硬件产品备受争议的推出后，该企业热度迅速降低并最终陷入沉寂。根据IT之家的查询，**其本周之前的最后一条官网新闻发布于…
Agent-Editing World Model: Rethinking World Modeling for LLM Agents
Recent advances in large language models (LLMs) have enabled agents to tackle long-horizon tasks across diverse environm…
The AI Hype Index: AI loves cheating
Brace yourself: It turns out AI is being optimized for cheating. OpenAI’s agents hacked into Hugging Face to get the ans…
Verifiable Hidden Dynamics Play: Generating Agentic RL Environments from Solved Mechanisms
Language-model agents increasingly face long-horizon tasks with evolving state, interdependent decisions, and delayed ou…
预填充吞吐超 330 Token/s：高通携手阶跃等为第六代骁龙 8 超级至尊版端侧适配 300 亿参数 AI 模型
IT之家 9 月 23 日消息，夏威夷时间 9 月 22 日 9 点（北京时间 9 月 23 日 3 点）召开的 2026 骁龙峰会上，高通宣布携手阶跃、无量火及江波龙，基于第六代骁龙 8 超级至尊版移动平台，**端侧适配与推理优化阶跃 S…
WorkBuddy 把办公 Agent，做成了人人可搭的「赛博乐高」
演示 Demo 里，一份漂亮的 PPT 出炉，任务就算完成了。到了办公室，往往还要接上一句：「这个再改改。」
你上个月的的修改意见，AI 能记住吗。同事补进来的材料，它也得接着用。下个月做同类汇报，别再从头解释一遍……
最近沙利文发布的《2…
EmbodiedSWE: Coding Agents for Long Horizon Dexterous Robotics
We study coding agents for long-horizon, dexterous robotics and ask whether their solutions can provide scalable supervi…
HARMONY: Hierarchical Agentic Reasoning for MONocular Image-to-Scene Synthesis
Compositional 3D scene reconstruction has recently been explored from two directions: agentic reasoning that provides se…
TechCrunch Disrupt 2026: Aaron Edsinger brings Hello Robot’s Stretch 4 to life onstage
Robots that walk, talk, dance, and perform backflips make great videos. But can they close the blinds? Help someone eat?…
Five AI safety sessions every founder should have on their TechCrunch Disrupt 2026 agenda
Would you trust an AI agent with access to your company’s systems? Put your employees in an autonomous vehicle? Deploy a…
NVIDIA Isaac ROS 5.0 Advances Agentic, Open Source Robotics Development
To build and deploy sophisticated robotics applications that can perceive, reason and act in dynamic environments, devel…
Meta 股价累计上涨超 20%，华尔街分析师看好智能体 Muse
IT之家 9 月 22 日消息，据路透社今天（22 日）晚间报道，华尔街开始看好 Meta，投资者押注其新推出的 AI 智能体 Muse 有望为其开辟新的收入来源，并改变 Meta 在 AI 领域的商业化前景。
9 月 8 日上线的 Mus…
The Tasteful Agent: Measuring and Improving Taste in Long-Horizon Tasks
LLM agents increasingly work on long-horizon tasks, and the decisions they make along the way, such as which hypothesis …
基元律动韩凯：从多模型调度到反馈闭环，探索Agent持续进化
量子位的朋友们* 2026-09-22 18:06:34 来源：量子位
9月22日，在2026杭州云栖大会企业级Agent实践峰会上，基元律动联合创始人兼CTO韩凯发表演讲《从Harness到RSI飞轮》。
9月22日，在2026杭州云栖…