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。
Recursive self-improvement of AI research agents
AI agents are beginning to automate research and development across the AI stack, from improving training efficiency to …
Meta’s Muse is outpacing ChatGPT’s early mobile launch
Meta’s new AI agent Muse has racked up more downloads and daily active users in the U.S. and Canada than ChatGPT did ove…
UN science panel says there is "no assurance humans will keep control" over AI agents
The UN's AI science panel warns in its first thematic report that control over AI agents isn't assured. Co-chair Yoshua …
Agensh: Scaling Organizational Intelligence to 1,024 Agents
A multi-agent system can reduce latency on complex tasks by executing work concurrently. Several pioneering harness fram…
NVIDIA Introduces SoL-Pi: Auto-Research Loops That Cut Coding Agent Token Traffic by Up to 49%
Coding agents now run for hours, not minutes. Every edit, test run and log read goes back into the model’s context. A te…
Anthropic is setting up a biology lab where Claude guides robots through drug experiments
Manuel Uth
Sep 22, 2026
Anthropic is building its own biology lab to push AI-driven drug development beyond computer sim…
Muse, Meta's extraordinarily privileged AI assistant, has a serious 0-day
A simple ClickFix attack is only one way to completely hijack the new agent.]
Meta’s AI agent has been blocked from using Amazon.com
Amazon has its own cohort of foundation models, along with one of the most popular inference platforms on the internet. …
AWS Strands Agents Team Releases Strands Harness: An Open-Source Agent Harness With 28% Lower Token Cost at Comparable Accuracy
Many developers find that an agent idea works inside Claude Code or Codex, then struggles once they rebuild it with thei…
RoboFollow: Unveiling the Instruction Following Mirage in Embodied Agents
Modern embodied agents achieve impressive success rates, yet their actual instruction-following ability is far weaker th…
Agent时代，CPU的价值该重估了
十三* 2026-09-22 23:46:54 来源：量子位
CPU与GPU趋近1∶1
金磊 发自 苏州
量子位 | 公众号 QbitAI
CPU**的价值，在**Agent时代**，真的需要被**重估**了。
为什么这么说？
因为Age…
SpaceXAI Releases Grok 4.7: A Larger Base Model at the Same $2/$6 Price as Grok 4.6
SpaceXAI has released Grok 4.7, its new flagship model for coding, agentic tasks, and knowledge work. Grok 4.7 is built …
千问办公押注的企业上下文，是 Agent 时代的组织语言
在大模型在拼命刷 Benchmark 卷编程的时候，「不能说话」的 Jev 却意外成了 AI 圈的新顶流，究其原因，大模型应用的价值正在从「生成什么」，进一步延伸到「能否理解复杂信息，并据此做出可靠判断」。
放到企业办公场景里，这个问题尤为…
深度研究｜Meta Muse 全解：个人智能体的分水岭产品，与「可审计 Agent 运行环境」的标准答案
基于 2026-09-22 独立研究整理：拆解 Meta Muse 的三层产品谱系与时间线、Secure VM 六层防护（凭据代理替换 / tainted egress / 审批绕过模型）、Muse Spark 1.3 能力口径（AA 指数 61–62 vs Claude Fable 5.1 的 66）、定价与商业模型、三情景推演与风险矩阵，并给出核心判断——Agent 的天花板由平台开放意愿决定，而非模型智力。
国产数据库跑出AI新能力！OceanBase登顶国际Data Agent榜单
OceanBase团队提交的Data Agent方案登顶国际数据智能体基准Data Agent Benchmark]
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses
An LLM agent's capability is largely magnified by its harness, namely the prompts, control flow, tooling, memory, and co…
HappyWorld-Bench
Evaluating world models requires assessing both the quality of the worlds they generate and their consistency and respon…
Emergent Collusion in Long-Horizon LLM Agent Interaction
LLM agents are increasingly deployed in collaborative settings, yet long-term interaction may give rise to undesirable c…
Lean Pool: An AI-Maintained Archive of Formalized Mathematics
Lean Pool is a repository of formalized mathematics. It is grown, maintained and optimized by AI agents.
EDGEGEN: Improving Tool-Calling Agents Beyond Happy Paths with Synthetic Edge Case Generation
Tool-calling LLM agents are increasingly deployed in enterprise applications. However, effective evaluation and optimiza…