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。
Fewer Tokens, Better Action: GPT-6 Astra Robot Agents with 14% Higher Success Rate but 65% Fewer Tokens
Vision language model (VLM) agents can control robots through visual feedback and action primitives, but repeated model …
Kinematic MeanFlow: One-Step Action Generation Policy for Robotic Foundation Models
In this paper, we study how to achieve one-step action generation in Robotic Foundation Models (RFMs), aiming to overcom…
AgSpec: Pushing the Limits of Retrieval-Based Speculative Decoding in Coding Agent Pipelines
Retrieval-based speculative decoding (SD) drafts tokens by copying continuations from existing text, which suits coding …
Argo-Bench: Evaluating Data Agents on Enterprise-Scale Workflows
Real-world enterprise data science and analytics workflows require reasoning across dozens of tables, performing statist…
Google 开源 RRSI：让智能体在冻结 LLM 上递归自改进 harness，同时防止基准过拟合
Google 联合多校开源 RRSI 框架，在冻结 LLM 前提下自动进化智能体 harness，并用正则化抑制基准过拟合，8 项基准最高提升 14.1 分。
早报｜曝苹果新CEO想更快发产品/华为Mate 90真机进店/GPT‑6.1 Sol推出，价格仅Astra的五分之一
💬曝苹果新 CEO Ternus 希望更快发产品、精简组织
📱华为 Mate 90 真机进店，拼色机身与十倍变焦模块先亮相
🤖OpenAI DevDay 2026 发布 20 多项更新：常驻智能体 dots、GPT‑6.1 Sol 同…
OpenAI光速上新GPT-6.1 Sol！一晚上25项更新，都在这里了
衡宇* 2026-09-30 07:01:05 来源：量子位
今年devday牙膏挤爆
衡宇 发自 凹非寺
量子位 | 公众号QbitAI
今天凌晨，OpenAI在旧金山举行DevDay 2026，一口气公布**25项更新，横跨ChatG…
OpenAI Launches dots: Always-On GPT-6 Astra Agents That Work From Their Own Cloud Computers
OpenAI just introduced dots at their DevDay today. Dots are persistent AI agents powered by GPT-6 Astra. Each dot gets i…
The internet is convinced Elon Musk’s xAI trolled OpenAI’s ‘Dots’ launch
On Tuesday, OpenAI launched a new product called Dots, an always-on AI agent with a bubbly, blobby avatar. While the col…
EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos
Real-world embodied tasks, from everyday activities to professional procedures, require agents to act under physical con…
LOCI: Spatial Linear Memory for Streaming World Models
When a camera revisits a previously observed region, a video world model should reproduce what was there before. This re…
Here’s why OpenAI is absent from Nvidia’s industry-wide effort to end rogue AI agents
When Nvidia announced on Monday a new consortium of more than 100 companies dedicated to solving rogue AI agents, there …
尴尬时刻：OpenAI 全天候 AI 智能体 dots 首次公开演示卡壳
IT之家 9 月 30 日消息，在今天召开 2026 开发者日活动中，**OpenAI 在首次公开演示其全天候智能助理 Dots 时突然停止响应，现场一度陷入尴尬。**
演示期间，OpenAI ChatGPT 团队产品负责人 Holly L…
OpenAI launches Dots, its bubbly agentic avatar
At OpenAI’s DevDay event on Tuesday, the company announced the launch of Dots, a new personal agentic assistant powered …
OpenAI 推出全天候 AI 智能体 Dots，相关域名已被马斯克拿下
IT之家 9 月 30 日消息，当地时间周二，OpenAI 发布了一款名叫 Dots 的新产品。这是一款可以持续运行的人工智能智能体，拥有一个软乎乎、圆滚滚的卡通形象。虽说这个色彩明快的虚拟形象或许能博得大家一笑，但这次发布会过后，笑得最开…
OpenAI’s latest features take direct aim at the app store model
The focus of OpenAI’s Dev Day on Tuesday may have been on its agentic assistants known as Dots, or its new AI models, bu…
Benchmarking and Enhancing Skill-Level Memory for Partially Observable Robotic Manipulation
Recent advances in robot learning have enabled manipulation policies to perform increasingly diverse tasks and generaliz…
OpenAI expands Codex and its API at DevDay with security scans, a Decisions API, and Ultrafast
Sep 29, 2026
OpenAI
Key Points
OpenAI is expanding its Codex coding assistant with reusable cloud development environmen…
AI-powered app maker Wabi pivots to a messaging experience
Wabi, the AI startup that allowed anyone to use prompts to build apps, is undergoing a slight pivot as demand for AI age…
SparseEngine: Sparse-First Inference Engine
Long-context LLM agents accumulate interaction histories that strain KV-cache memory and attention computation. Although…