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。
Black Forest Labs launches FLUX 3 Action, an open robotics AI model
Sep 24, 2026
Black Forest Labs is releasing FLUX 3 Action, an open AI model designed for robotics.** It builds on the mu…
Black Forest Labs Releases FLUX 3 Action: A 7B Open-Weights World Action Model That Tops RoboLab-120
Black Forest Labs (BFL), the lab behind the FLUX image models, has released FLUX 3 Action. It is a 7B open-weights World…
AgentWorld: Benchmarking Long-Horizon Collaboration of Multi-agent LLMs
Existing multi-agent benchmarks primarily test in competitive settings, short-horizon interactions under 20 steps, or si…
BottleCap AI Releases ThinkingCap-Qwen3.8-27B: 37.2% Fewer Thinking Tokens at a 0.86pp Accuracy Cost
BottleCap AI has released ThinkingCap-Qwen3.8-27B, the second model in its ThinkingCap series. It is a fine-tune of the …
聊天、编程、智能体三合一，微软正式发布新版 Copilot“超级应用”
IT之家 9 月 25 日消息，今天（25 日）晚间，微软正式发布新版 Copilot“超级应用”。新版 Copilot 把聊天、编程和智能体三类 AI 能力集中到同一个界面中。
微软为其给出的新定位是“**为工作而生的 AI**”，甚至把…
Google tests letting Gemini call businesses for you
With AI agents like Meta’s Muse and Instinct now able to make calls on users’ behalf, Google is now letting Gemini call …
OpenAI闯大祸！GPT竟黑进医保系统，黄仁勋：管不住就关掉
林, 方舟* 2026-09-25 21:15:45 来源：量子位
林方舟 发自 凹非寺
量子位 | 公众号 QbitAI
OpenAI：@澳大利亚，不好意思，GPT入侵了你们的国家医保系统。
我知道你很急，但你先别急，因为这是三个月前的…
Perplexity Trains Its Computer Agent on Real Mistakes With Hint-Guided Self-Distillation
Perplexity Research published a new post-training study. It trains a model inside Perplexity Computer on real user sessi…
英伟达黄仁勋：AI 不会必然消灭某个职业，“10 年内 AI 毁灭人类”更是无稽之谈
IT之家 9 月 25 日消息，在接受《纽约时报》采访时，英伟达首席执行官黄仁勋认为，**当前行业和民众对 AI 的恐慌情绪已经过头了，并认为当前 AI 不一定会替代职业，但会首先替代任务。**
黄仁勋把工作拆分为任务（例如写代码、整理资料…
For months, OpenAI’s agent swarms have been attacking online databases to find obscure facts
With little help from frontier labs, independent researchers are piecing together how AI agents coordinate in internet b…
Decentralized Master-Mind: Joint Action Refinement through Iterative Intent Denoising in Multi-Agent Pathfinding
Decentralized multi-agent path finding (MAPF) with communication requires agents to reach individual goals without colli…
InternW0-Δ: A World Action Model Bridging Predictive Dynamics and Actions with 20K+ Hours of Open Data
World Action Models (WAMs) jointly model visual dynamics and action generation for generalist robot manipulation. A cent…
OpenAI agent “didn’t accept no for an answer” in Australian government breach
Australian Prime Minister Anthony Albanese said his government is investigating a June incident in which an OpenAI agent…
PUBG Ally: A Conversational Embodied Agent as an AI Teammate
We introduce PUBG Ally, an embodied agent for PUBG: BATTLEGROUNDS that can reason, act autonomously, and play alongside …
Meta靠自研Manus翻身！股价一夜暴涨11%，登顶苹果商店，增速反超ChatGPT
Jay* 2026-09-24 10:23:12 来源：量子位
美国也开启了全民养虾狂潮
Jay 发自 凹非寺
量子位 | 公众号 QbitAI
谁能想到，大半年过去，美国也开启了全民养虾狂潮。
Meta版OpenClaw——Meta M…
黄仁勋对 AI 公司放话：要求监管就不应获得反垄断豁免
北京时间 9 月 24 日，据路透社报道，英伟达 CEO 黄仁勋 (Jensen Huang) 认为，AI 公司不应获得反垄断法或责任法的豁免。
在周三播出的《纽约时报》播客节目中，黄仁勋接受了近两个小时的采访，就 OpenAI 智能体入侵…
IndicBankBench: Evaluating Safety and Reliability of Language Model Assistants in Indian Retail Banking
Banking assistants must use account-specific information to answer requests and, in many cases, take actions through too…
Meta puts its AI assistant on a keychain
Mark Zuckerberg said Meta’s new personal AI agent Muse has become the “centerpiece” of his AI vision, as he unveiled a n…
Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction
Tool-calling agents have become central to enterprise AI, yet training and evaluating them at scale remains severely con…
Shield AI, Waabi, and General Motors on building AI when failure is not an option at TechCrunch Disrupt 2026
An AI chatbot can give you a bad answer. An AI system controlling an aircraft, vehicle, or robot can create an entirely …