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2026-08-31

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THU-MAIC/OpenMAIC

TypeScript · ★ 23,884 · 🍴 4,479 · 📈 1,625 stars today

Open Multi-Agent Interactive Classroom — Get an immersive, multi-agent learning experience in just one click

中文介绍 清华大学推出的开源多智能体交互课堂,一键搭建沉浸式多智能体学习环境。基于多智能体技术,模拟真实课堂互动,适用于 AI 教育、教师备课与学生自学等场景。

K-Dense-AI/scientific-agent-skills

Python · ★ 39,163 · 🍴 3,655 · 📈 1,113 stars today

Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 190,000+ scientists worldwide. 165 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigrav

中文介绍 面向科学研究的 Agent 技能库,提供 165 个验证技能和 100 多个科学数据库,覆盖生物学等领域。将任意 AI Agent 转化为 AI 科学家,已服务全球 19 万科学家,加速科学发现与实验设计。

Lakr233/vphone-cli

Swift · ★ 9,584 · 🍴 1,289 · 📈 341 stars today

中文介绍 命令行虚拟手机工具,可能用于模拟或管理虚拟设备。基于 CLI 设计,适合开发者在终端快速创建和操作虚拟手机实例,便于测试和自动化场景。

tt-a1i/archify

JavaScript · ★ 34,396 · 🍴 2,184 · 📈 3,730 stars today

Agent skill for beautiful, verifiable architecture, workflow, sequence, data-flow, and lifecycle diagrams—self-contained HTML with motion and crisp export.

中文介绍 Agent 技能,用于生成美观且可验证的架构图、流程图、时序图等,输出自包含 HTML,支持动态效果和清晰导出。适用于技术文档编写、架构展示,提升设计沟通效率。

p-e-w/heretic

Python · ★ 29,146 · 🍴 3,200 · 📈 485 stars today

Fully automatic censorship removal for language models

中文介绍 自动移除语言模型中的审查内容,实现完全自动化的审查解除。可能通过微调或解码策略实现,帮助研究者或用户获取更自由的模型输出,适用于需要无限制文本生成的场景。

unclecode/crawl4ai

Python · ★ 80,214 · 🍴 8,303 · 📈 229 stars today

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

中文介绍 开源的 LLM 友好的网络爬虫与抓取工具,专为大型语言模型设计。支持高效提取结构化数据,可无缝集成到 AI 工作流,适用于数据采集、研究、训练语料构建等场景。

mvanhorn/last30days-skill

Python · ★ 60,489 · 🍴 5,296 · 📈 271 stars today

AI agent skill that researches any topic across Reddit, X, YouTube, HN, Polymarket, and the web - then synthesizes a grounded summary

中文介绍 AI Agent 技能,可跨 Reddit、X、YouTube、HN、Polymarket 和网络研究话题,并综合出有根据的摘要。适用于舆情分析、热点追踪和快速了解某主题的平台讨论。

majd/ipatool

Go · ★ 10,188 · 🍴 880 · 📈 182 stars today

Command-line tool that allows searching and downloading app packages (known as ipa files) for iOS, iPadOS, tvOS, and visionOS from the App Store.

中文介绍 命令行工具,可从 App Store 搜索并下载 iOS、iPadOS、tvOS 和 visionOS 的 ipa 文件。适用于 iOS 应用研究者、测试人员,方便获取应用包进行分析或侧载。

punkpeye/awesome-mcp-servers

★ 93,296 · 🍴 15,309 · 📈 65 stars today

A collection of MCP servers.

中文介绍 精选的 MCP(Model Context Protocol)服务器列表,涵盖各种服务与工具。为开发者提供参考,便于快速找到可用的 MCP 实现,增强 AI 应用与外部数据的连接。

checkstyle/checkstyle

Java · ★ 9,189 · 🍴 4,195 · 📈 124 stars today

Checkstyle is a development tool to help programmers write Java code that adheres to a coding standard. By default it supports the Google Java Style Guide and Sun Code Conventions, but is highly configurable. It can be invoked with an ANT task and a command line program.

中文介绍 Java 代码风格检查工具,默认支持 Google Java Style 和 Sun Code Conventions,高度可配置。帮助开发者自动检查代码是否符合标准,提升代码可读性和一致性,集成于构建流程。

NationalSecurityAgency/ghidra

Java · ★ 73,877 · 🍴 8,063 · 📈 196 stars today

Ghidra is a software reverse engineering (SRE) framework

中文介绍 美国国家安全局开源的软件逆向工程框架,提供反汇编、反编译、调试等功能。适用于安全研究员进行恶意软件分析、漏洞挖掘和协议逆向,支持多种架构和平台。

pollen-robotics/microduck_rl

Python · ★ 776 · 🍴 133 · 📈 147 stars today

RL training environments for Microduck (mjlab)

中文介绍 为 Microduck 机器人提供强化学习训练环境,基于 mjlab(MuJoCo 实验室?)。适用于机器人控制算法研究,模拟环境加速训练和验证策略,支持 sim-to-real 迁移。

handsomestWei/patent-disclosure-skill

Python · ★ 5,630 · 🍴 696 · 📈 38 stars today

中国专利.skill:专利点挖掘与交底书(发明/实用/外观)编写,通俗解读专利,嗅探政策动向,辅助审查答复。

中文介绍 中国专利 Agent 技能,帮助挖掘专利点、撰写发明/实用/外观专利交底书,并通俗解读专利政策动态。适用于发明人、专利代理人和企业 IP 部门,提升专利申请效率。

corsairdev/corsair

TypeScript · ★ 10,932 · 🍴 525 · 📈 99 stars today

Connect your users to their apps

中文介绍 连接用户与应用的桥梁,可能提供用户认证、授权或应用集成功能。具体技术未明,但旨在简化用户与应用之间的连接,适用于需要统一入口的场景。

every-app/open-seo

TypeScript · ★ 15,120 · 🍴 1,812 · 📈 511 stars today

Open source alternative to Semrush and Ahrefs

中文介绍 开源的 SEO 工具,对标 Semrush 和 Ahrefs。提供关键词研究、竞争对手分析、排名追踪等功能,帮助企业或个人优化网站,提升搜索引擎可见性。

colinhacks/zod

TypeScript · ★ 43,642 · 🍴 2,156 · 📈 76 stars today

TypeScript-first schema validation with static type inference

中文介绍 TypeScript 优先的 schema 声明与验证库,自带静态类型推断。以类型安全的方式定义数据结构,运行时验证输入,适用于 API 开发、表单校验等,减少类型错误。

tashfeenahmed/freellmapi

TypeScript · ★ 22,744 · 🍴 3,148 · 📈 505 stars today

7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only.

中文介绍 聚合 34 个免费 LLM 提供商、635 个模型端点的 API 网关,统一 /v1 接口,支持智能路由、自动故障转移和加密密钥。每月提供 74 亿 token,适合低成本调用大模型。

livekit/agents

Python · ★ 13,742 · 🍴 3,655 · 📈 131 stars today

A framework for building realtime voice AI agents 🤖🎙️📹

中文介绍 构建实时语音 AI Agent 的框架,支持音频和视频。基于 WebRTC 技术,提供语音识别、合成等功能,适用于开发语音助手、客服机器人等实时对话应用。

abhigyanpatwari/GitNexus

TypeScript · ★ 46,554 · 🍴 5,127 · 📈 181 stars today

GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a git repository (Github, Gitlab, Azure, Local) or ZIP file, and get an interactive knowledge graph with a built in Graph RAG Agent. Perfect for code exp

中文介绍 客户端知识图谱引擎,运行于浏览器,无需服务器。拖入 GitHub、Gitlab、Azure 或本地仓库,自动构建代码知识图谱,帮助开发者理解代码结构和依赖关系。

Agentic Game Development as a Verifiable Trajectory Data Engine for Scaling World Models

👍 175

A common strategy for scaling world models is to train on more crawled video with more compute. We argue that this strategy is inefficient: scaling world models also requires a recursive data engine that offers grounded reward signals. The success of code agents illustrates why this matters. As code

中文介绍 提出将游戏开发作为可验证轨迹数据引擎,用于扩展世界模型。通过游戏环境提供接地奖励信号,递归生成高质量训练数据,解决仅靠爬取视频扩展的低效问题,类似代码智能体的成功经验,可提升世界模型的扩展效率与性能。

VGI-Bench: Probing Visual Intelligence in Video Generation Models

👍 173

Recent studies suggest that video generation models can exhibit certain forms of zero-shot visual reasoning through generated frames. Yet reliable evaluation remains challenging: benchmarks should adopt inputs aligned with the visual priors of current video models, require valid evolving processes r

中文介绍 提出VGI-Bench基准,用于评估视频生成模型的视觉智能。基准对齐当前视频模型视觉先验,要求有效演化过程,通过生成帧的零样本推理能力测试,填补视频生成模型视觉推理评估空白,推动该领域可靠评测。

WarpSAC: Towards the Pinnacle of Scalable Off-policy RL by Rethinking Exploration and Exploitation

👍 136

Massively parallel simulation changes the data regime in which off-policy reinforcement learning (RL) is trained, challenging stabilizers designed for data-limited replay. Through controlled experiments across eight benchmark families, we show that these stabilizers are data-regime-dependent: parame

中文介绍 重新思考离策略强化学习的探索与利用,提出WarpSAC,针对大规模并行仿真数据体制优化。通过八个基准家族受控实验,发现稳定器依赖数据体制,WarpSAC在可扩展性上达到新高度,显著提升离策略RL性能。

JIT-Agent: Scaling Harness Intelligence via Just-in-Time Harness Evolution

👍 109

Agent capability is not determined by the model alone. The agent harness, encompassing memory management, planning strategy, action protocol, and tool/skill orchestration, can dominate the contribution of the underlying foundation model. Yet harness design remains manual, task-specific, and fundamen

中文介绍 针对智能体框架手动设计、任务特定且不可扩展的问题,提出JIT-Agent,实现即时框架进化。在运行时动态调整记忆、规划、工具等组件,使智能体能力超越底层模型限制,显著提升任务表现与适应性。

UrbanGround: From Local Perception to Spatial Agency in a Real-Scale City

👍 98

Multimodal large language models (MLLMs) can interpret a street view, but urban agency depends on whether such local evidence remains useful after the agent starts to move. In this paper, we investigate how far current MLLM agents can turn local urban perception into reliable action in a complicated

中文介绍 探索多模态大模型在城市环境中将局部感知转化为可靠行动的能力,提出UrbanGround。在真实规模城市中测试,评估模型移动后的空间智能,揭示当前MLLM智能体的局限,并为城市级具身智能提供新基准与洞见。

TTPO: Test-Time Policy Optimization

👍 73

Recent prominent post-training methods, such as Reinforcement Learning (RL) and On-Policy Self-Distillation (OPSD), have driven rapid progress in mathematical reasoning for large language models, yet their reliance on ground-truth labels precludes test-time training (TTT). Replacing ground truth wit

中文介绍 提出TTPO(测试时策略优化),解决现有后训练方法依赖真实标签、无法进行测试时训练的问题。在测试阶段利用自生成伪标签进行策略优化,提升大模型数学推理能力,无需额外数据,拓展后训练范式。

Self-OPD: On-Policy Distillation for Flow Matching Models without Teacher

👍 71

On-policy distillation (OPD), which leverages a pre-trained, specialized teacher model to provide dense supervisory signals, has achieved significant success in Large Language Models (LLMs) and has recently been adapted to flow matching models. However, this paradigm suffers from two major issues: F

中文介绍 针对流匹配模型的有策略蒸馏依赖教师模型的问题,提出Self-OPD,无需教师进行自蒸馏。通过自监督信号提供密集监督,避免教师偏差,提升训练效率与模型性能,在流匹配生成任务中取得显著效果。

What Makes Good Agentic Data? An ACE Lens on Data Generation for LLM Agents

👍 61

LLM agents increasingly rely on generated interaction data to learn how to interact with external environments. Agentic data generation must maintain consistency among environments, tasks, interactions, and success signals while producing experience that is useful rather than merely abundant. Existi

中文介绍 提出ACE视角分析LLM智能体数据生成,强调环境、任务、交互和成功信号的一致性,避免生成无用经验。通过此框架指导智能体数据生成,提升数据质量与智能体学习效率,为构建高效智能体提供方法论。

Training Agents to Evolve with Their Harness: TaoLive Digital Avatar Agent Technical Report

👍 46

AI-powered digital avatar streamers must answer product questions, engage viewers, and execute marketing strategies in real time, demanding low latency, frequent strategy updates, and accurate yet effective responses. Evolvable Harnesses, whose Skills, Hooks, prompts, and tools can be updated indepe

中文介绍 介绍TaoLive数字人主播技术报告,采用可演化框架,支持技能、提示、工具独立更新,满足实时交互、低延迟和策略更新需求。该框架使数字人能够高效解答产品问题、吸引观众并执行营销策略。

GameWAM: A World Action Model for Video Games

👍 43

Modern video games combine first-person perception, rapid visual changes, persistent world state, and heterogeneous native controls. Existing game agents map visual and task context directly to actions but lack explicit world dynamics modeling, whereas interactive game world models predict visual fu

中文介绍 提出GameWAM,一种视频游戏的世界动作模型。与传统游戏智能体直接映射视觉和任务上下文到动作不同,GameWAM显式建模世界动态,预测视觉未来并规划动作,在复杂游戏环境中提升决策能力与长期表现。

PILOT in the Loop: Live Self-Improvement for Long-Horizon Agents

👍 30

Long-horizon agent runs generate experience that can improve both the current run and future work. Most self-improvement methods process this experience only after execution ends, so they cannot redirect the active run or immediately apply and validate lessons learned from it. We argue that self-imp

中文介绍 提出PILOT-in-the-Loop,实现长时程智能体的实时自我改进。传统方法在运行结束后才处理经验,PILOT在运行中即提取并应用教训,立即验证并调整当前轨迹,提升智能体在线适应性与任务成功率。

Is Next-Chunk Reasoning RL Really Better than SFT? Revisiting Training Strategies under no-CoT Data

👍 21

Recent work proposes next-chunk reasoning RL for leveraging no-CoT data---corpora such as worked solutions and textbook derivations that contain reasoning-rich content but lack explicit chain-of-thought annotations. The method trains a model to generate implicit reasoning traces and rewards them by

中文介绍 研究无CoT数据下下一块推理RL与SFT的训练策略对比。通过生成隐式推理轨迹并奖励正确性,RL方法在无显式思维链数据上优于SFT,揭示RL在利用无CoT语料方面的优势,为训练策略选择提供依据。

Open-MOPD: Diagnosing and Fixing Capability Imbalance in Multi-Teacher On-Policy Distillation

👍 20

Multi-teacher on-policy distillation (M-OPD) has emerged as a promising paradigm for consolidating domain-specialized reinforcement learning (RL) experts into a single generalist student via dense, token-level reward supervision. Despite its practical success, the optimization dynamics governing mul

中文介绍 诊断并修复多教师有策略蒸馏中的能力不平衡问题,提出Open-MOPD。分析多教师优化动态,通过平衡各教师贡献,提升通用学生模型性能,在合并领域专家方面取得更优效果,强化多教师蒸馏范式。

Long-Horizon Audio-Visual Generation for Persistent Stories and Interactive Worlds

👍 19

Video generation is progressing beyond isolated clips toward long-form narratives and interactive worlds, requiring models to preserve identities, follow user controls, and remain stable over extended rollouts. We present JoyAI-Echo-1.5, a unified audio-visual generation system with two purpose-buil

中文介绍 提出JoyAI-Echo-1.5,统一视听生成系统,支持长时程故事与交互世界。通过两个专用模型保持身份、遵循用户控制并在长时间推演中稳定,推动视频生成从片段走向完整叙事,增强沉浸式体验。

Zero-WAM: In-Context World-Action Modeling from Human Videos for Open-Ended Task Generalization

👍 18

Zero-shot cross-task generalization, where a policy must execute manipulation tasks never seen during training, remains a central challenge in robot learning. In large language models, a novel task can be performed simply by specifying it in the context, without any parameter update. This form of in

中文介绍 提出Zero-WAM,从人类视频中进行上下文世界动作建模,实现零样本跨任务泛化。利用上下文指定新任务,无需参数更新即可执行未见过的操作任务,借鉴大语言模型范式,显著提升机器人操作泛化能力。

WikiSkill: Compiling Agent Experience into Persistent Knowledge for Skill Evolution

👍 18

Agent skills package specialized knowledge and workflows into reusable resources that extend AI agent capabilities. Recent work automatically discovers such skills from agent experience, which enables agents to progressively adapt through interaction. However, the insights that guide skill developme

中文介绍 提出WikiSkill,将智能体经验编译为持久知识,用于技能演化。从交互中自动发现技能,并将指导技能发展的洞见编译成可复用知识,使智能体逐步适应,提升长期学习效率和任务表现。

StreamPI: Streaming Multimodal Temporal Modeling for Vision-Language-Action Models

👍 18

Vision-Language-Action (VLA) models have demonstrated effectiveness in robot manipulation, yet state-of-the-art models such as pi0.5 operate under a single-frame paradigm, limiting their ability to retain past observations and develop precise spatial perception. In this paper, we propose StreamPI, a

中文介绍 针对VLA模型单帧范式限制,提出StreamPI,流式多模态时序建模。保留历史观察,增强空间感知,使机器人操作更精准,在长时程任务中表现优异,提升VLA模型的实用性与鲁棒性。

Understanding Evolution Strategies for LLM Reasoning: Broader Reasoning Coverage than GRPO

👍 16

Evolution Strategies (ES) have recently emerged as a memory-efficient post-training paradigm for LLM reasoning. However, the optimization behavior of ES remains understudied, making it hard to define its advantage scope compared to mainstream post-training paradigms (e.g., Group Relative Policy Opti

中文介绍 研究演化策略在大模型推理后训练中的优化行为,发现其推理覆盖范围比GRPO更广。通过理论分析和实验,明确ES相较于主流后训练范式的优势范围,为选择后训练方法提供新视角。

Video-IFBench: Evaluating Instruction Following of Multimodal LLMs in Video Understanding Scenarios

👍 16

Multimodal Large Language Models (MLLMs) have shown strong performance in video understanding. However, their ability to follow instructions in this domain remains under-explored. Real-world video understanding requires models not only to interpret video content correctly, but also to satisfy divers

中文介绍 提出Video-IFBench,评估多模态大模型在视频理解中的指令跟随能力。基准涵盖多样化指令需求,测试模型在理解视频内容基础上的指令满足程度,填补该领域评估空白,促进模型性能提升。

V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning

👍 15

Vision-language models can produce fluent answers that are insufficiently grounded in the visual evidence: a single unsupported object, chart value, or intermediate inference can undermine an otherwise plausible response. We argue that this is a credit-assignment failure in multimodal post-training.

中文介绍 提出V-Rubrics,基于规则的强化学习增强视觉语言模型的视觉忠实度。通过细粒度规则奖励分配信度,解决答案缺乏视觉证据支撑的问题,减少无依据内容,提升多模态回答的可信度与准确性。

Running a Software Factory Efficiently at Uber Scale

@UberEng · 59.7K 粉丝 · 90.4K 阅 · 575 赞 · 47 转

Post author: @udaykiran Introduction AI tools are now embedded in every phase of software development at Uber. More than 70% of pull requests are attributed to local or cloud agents. Engineers have

中文介绍 Uber 工程团队分享:AI 工具已嵌入软件开发生命周期各阶段,超 70% 的 PR 由本地或云端 agent 完成,展示大规模软件工厂的高效运作,体现 AI 编程在工业界的深度落地。

Terrible advice for software engineers

@steveruizok · 55.1K 粉丝 · 54.6K 阅 · 515 赞 · 35 转

I've recently started getting served outrage content videos from software engineers upset about AI coding. I want to share my thoughts about this content. I want you encourage you to watch the videos,

中文介绍 作者针对软件工程师对 AI 编程的抱怨视频提出反驳,鼓励观看并思考,认为 AI 编码对工程师是积极变革,而非威胁,提供对行业内争议观点的新视角。

How I write motion graphics prompts for MiniMax H3 Max

@ailker · 7.0K 粉丝 · 52.5K 阅 · 533 赞 · 43 转

Before we launched H3 Max on fal, we ran thousands of generations. During evals, what caught my attention most was how well the model handled text-motion videos. The base MiniMax H3 model is great at

中文介绍 分享为 MiniMax H3 Max 编写动态图形(motion graphics)提示词的技巧。基于数千次生成评估,发现该模型擅长文本-动态视频,详述了撰写提示词的方法,具实操性。

WebMCP Clearly Explained

@akshay_pachaar · 285.4K 粉丝 · 43.1K 阅 · 501 赞 · 68 转

Google and Microsoft rarely agree. But now they are building the same thing to fix web access for agents, and it could be the biggest change to the web in years. Ask an agent to buy something for

中文介绍 清晰解析 WebMCP:谷歌和微软罕见联手,构建同一套标准以修复 AI agent 的网页访问,可能是多年来网络最大变革。从原理到影响,帮助理解 agent 如何更高效购等任务。

How to Build a One-Person Media Company With Hermes Bots

@VibeMarketer_ · 39.6K 粉丝 · 38.7K 阅 · 597 赞 · 153 转

i built a team of six hermes bots that gives one person the research, writing, editing, and distribution capacity of a complete media company. most people use ai to write faster. that is useful, but

中文介绍 作者用 6 个 Hermes bots 组建团队,为单人提供研究、写作、编辑和分发能力,相当于一家完整媒体公司。强调 AI 不仅用于加速写作,而是构建系统化内容生产流程。

KV, Prefix, Prompt and Semantic Caching in LLMs, clearly explained

@_avichawla · 74.8K 粉丝 · 35.9K 阅 · 512 赞 · 69 转

Everything you need to understand where your input tokens are being recomputed and what to do about it. It covers the four cache layers from first principles, their trade-offs, what happens when they

中文介绍 从第一性原理解释 LLM 中的 KV、前缀、提示和语义缓存四种缓存层,各自权衡与应用场景,帮助理解输入 token 在哪被重复计算,并提供优化建议。

AI Engineering Skills Map: Software engineering fundamentals

@AndrewYNg · 1.8M 粉丝 · 30.4K 阅 · 529 赞 · 67 转

How have software engineering fundamentals changed with agentic coding? Even when you use a coding agent to write all your code, understanding software fundamentals is important for steering your

中文介绍 吴恩达探讨 AI 编程时代软件工程基础的变化:即使 agent 写全部代码,理解软件基础仍对引导 agent 至关重要,强调基础技能的不可替代性。

Yakkamon - Regions

@yakkamon_game · 30.9K 粉丝 · 12.9K 阅 · 504 赞 · 1.0K 转

G'day trainers. Back with another guide — today we're mapping out expansion and regions. Yakkamon isn't a single farm you outgrow — it's a world that opens up around you. As you put your monsters to

中文介绍 游戏《Yakkamon》指南:介绍扩张与区域系统。游戏并非单一种植园,而是一个逐步开放的世界,玩家通过培育怪物解锁新区域,提供策略指引。

[AINews] OpenAI shuts off Cursor

Elon v Altman has a real consequence.

中文介绍 据Latent Space报道,OpenAI关闭了Cursor的访问权限,此举被视为埃隆·马斯克与山姆·奥特曼之间冲突的实际后果。

[AINews] OpenAI to reach AGI bar by end-2026

It’s Time. We’re in the Endgame now.

中文介绍 OpenAI预计将在2026年底前达到AGI(通用人工智能)标准,Latent Space报道称“我们正处于终局阶段”。

Our decision on Cursor following its acquisition by SpaceX

Our decision to wind down our contract providing OpenAI models to Cursor following its acquisition by SpaceX.

中文介绍 OpenAI宣布,在Cursor被SpaceX收购后,决定终止向其提供OpenAI模型的合同。

Supporting Thailand’s next generation of AI startups

OpenAI and Thailand’s MHESI launch an eight-week accelerator helping 10 health, wellness, and education startups turn AI prototypes into trusted products.

中文介绍 OpenAI与泰国高等教育科研创新部(MHESI)合作,启动为期八周的加速器项目,帮助10家健康、保健和教育领域的初创企业将AI原型转化为可信产品。

Expanding OpenAI’s presence in Brazil

OpenAI is expanding its presence in Brazil, deepening engagement with developers, businesses, and communities to support AI adoption across the country.

中文介绍 OpenAI正在扩大在巴西的业务,深化与开发者、企业和社区的合作,以支持该国AI应用的普及。

The inside story on why OpenAI agents hacked Hugging Face

The models responsible for last month’s agent hack of Hugging Face had been inadvertently trained to cheat and to communicate with each other, according to an OpenAI technical report released today. The hack, which a group of agents undertook to find solutions for a cybersecurity test that they were

中文介绍 MIT科技评论披露,OpenAI技术报告显示,上个月针对Hugging Face的代理攻击中,模型被无意中训练成会作弊并相互通信,导致黑客事件。

Intelligent transcription with Gemini 3.5 Transcribe

Now you can get more intelligent speech-to-text transcription with Gemini 3.5 Transcribe.

中文介绍 DeepMind推出Gemini 3.5 Transcribe,提供更智能的语音转文字转录功能。

市场总览

美股市场整体呈现分化态势,SPY 与 QQQ 均处于多头排列,但 MACD 柱体收缩,暗示动量减弱;AAPL、MSFT 等个股技术偏强,其中 MSFT 的 RSI 达 73.1 进入超买区,NVDA 单日下跌 4.57% 但趋势仍为多头。加密市场受恐慌贪婪指数 69(贪婪)影响,BTC、ETH、SOL 均出现 RSI 超买(均超 70),总市值 24 小时缩水 2.55%,短期动量承压。中概股走势平淡,多数 RSI 位于 45-50 之间,技术信号中性。商品外汇方面,黄金期货 MACD 柱体为零轴附近,趋势不明;美元兑人民币 RSI 达 23.5 超卖,且有空头排列,美元指数接近 52 周高但 MACD 出现金叉。VIX 处于低位且空头排列,10Y 美债收益率多头排列且接近 52 周高。整体市场情绪偏谨慎乐观,但部分资产超买或超卖信号值得关注。

今日关注

AAPL 苹果 (AAPL)
偏上行

股价 319.7 美元,单日上涨 1.63%,5 日累计上涨 3.35%,站上 20 日 SMA(309.86)与 50 日 SMA(312),呈多头排列。RSI 为 57.4,处于健康区间。MACD 柱线为 -0.0281,但 MACD 线(-0.0281)已上穿信号线(-0.9244),形成金叉,且信号线仍为负但收敛,显示短期动量转正。距 52 周高仅 -7.22%,接近高位,技术面偏强。

MSFT 微软 (MSFT)
偏下行

RSI 达 73.1,进入超买区域,通常意味着短期回调风险增加。股价 513.53 美元虽高于 20 日 SMA(493.35)和 50 日 SMA(430.65),趋势仍偏多,但 MACD 柱线为 18.75,信号线 19.97,MACD 线略低于信号线,动量可能见顶。5 日涨幅 6.27% 较大,但 52 周高 -7.26%,上方空间受限。综合超买状态,技术面偏下行修正。

BTC-USD 比特币 (BTC)
中性

价格 78039.48 美元,高于 20 日(71021.48)、50 日(67000)和 200 日(69309.35)SMA,但单日仅微涨 0.27%,5 日下跌 1.17%,动能不足。RSI 为 71.3,超买但未极端。MACD 柱线为正(4005.91),MACD 线高于信号线,趋势偏多,但距 52 周高 -38.16%,且加密整体市值下滑,短期多空交织,中性。

USDCNY=X 美元/人民币
偏下行

RSI 为 23.5,严重超卖,且价格 6.72 低于 20 日(6.74)、50 日(6.76)和 200 日(6.87)SMA,总体呈空头排列。MACD 柱线为 -0.012,MACD 线(-0.012)低于信号线(-0.0114),且接近 52 周低(距高 -6.54%),技术面明确偏空,但超卖可能引发技术性反弹。

CL=F WTI 原油期货
偏上行

价格 84.79 美元,高于 20 日(82.51)、50 日(79.46)和 200 日(78.18)SMA,多头排列明显。RSI 54.3 中性。MACD 柱线为正(0.8313),但 MACD 线(0.8313)略低于信号线(0.9165),近期出现死叉信号,但趋势未破坏。5 日微跌 0.26%,动量犹豫,整体偏上行。

全部资产

^VIX

VIX 恐慌指数

$14.43 -0.55%
5 日
-4.63%
距 52w 高
-59.1%
RSI(14)
43.0
趋势
空头
SMA 20 / 50 / 200
15.25 / 16.51 / 18.40
MACD / 信号
-0.505 / -0.497
MACD 死叉 (今天)空头排列

^TNX

10Y 美债收益率 (%)

$4.72 +1.03%
5 日
-0.38%
距 52w 高
-0.6%
RSI(14)
56.3
趋势
多头
SMA 20 / 50 / 200
4.68 / 4.60 / 4.34
MACD / 信号
0.022 / 0.027
接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$99.67 -0.03%
5 日
+0.68%
距 52w 高
-2.1%
RSI(14)
49.5
趋势
中性
SMA 20 / 50 / 200
99.49 / 100.40 / 99.17
MACD / 信号
-0.284 / -0.346
MACD 金叉 (1 天前)接近 52 周高

SPY

S&P 500 ETF

$769.35 -0.23%
5 日
+0.47%
距 52w 高
-1.3%
RSI(14)
56.6
趋势
多头
SMA 20 / 50 / 200
769.22 / 753.96 / 709.85
MACD / 信号
4.116 / 5.058
接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$716.43 -0.65%
5 日
+0.42%
距 52w 高
-4.3%
RSI(14)
51.9
趋势
多头
SMA 20 / 50 / 200
717.94 / 712.06 / 655.17
MACD / 信号
1.831 / 2.316
多头排列

AAPL

Apple

$319.70 +1.63%
5 日
+3.35%
距 52w 高
-7.2%
RSI(14)
57.4
趋势
多头
SMA 20 / 50 / 200
309.86 / 312.00 / 282.60
MACD / 信号
-0.028 / -0.924
MACD 金叉 (2 天前)多头排列

MSFT

Microsoft

$513.53 +1.68%
5 日
+6.27%
距 52w 高
-7.3%
RSI(14)
73.1
趋势
中性
SMA 20 / 50 / 200
493.35 / 430.65 / 431.18
MACD / 信号
18.746 / 19.972
RSI 超买

NVDA

Nvidia

$217.55 -4.57%
5 日
+1.32%
距 52w 高
-8.0%
RSI(14)
52.3
趋势
多头
SMA 20 / 50 / 200
218.05 / 208.42 / 195.83
MACD / 信号
2.349 / 2.834
多头排列

GOOGL

Alphabet

$346.59 +1.74%
5 日
+0.51%
距 52w 高
-15.2%
RSI(14)
49.3
趋势
中性
SMA 20 / 50 / 200
350.27 / 349.78 / 334.57
MACD / 信号
-2.021 / -1.940

TSLA

Tesla

$348.75 -1.71%
5 日
-3.89%
距 52w 高
-30.1%
RSI(14)
50.9
趋势
空头
SMA 20 / 50 / 200
338.82 / 360.47 / 400.93
MACD / 信号
-0.247 / -3.833
空头排列

META

Meta

$578.02 +1.21%
5 日
+5.11%
距 52w 高
-26.9%
RSI(14)
49.6
趋势
空头
SMA 20 / 50 / 200
575.77 / 592.14 / 622.72
MACD / 信号
-8.353 / -10.270
MACD 金叉 (2 天前)空头排列
加密恐慌贪婪
69
贪婪
加密总市值
$2.63 T
-2.55% / 24h
BTC 主导率
59.6%
ETH 11.3%
24h 成交量
$53.4 B
活跃币 19,420

BTC-USD

Bitcoin

$78,039.48 +0.27%
5 日
-1.17%
距 52w 高
-38.2%
RSI(14)
71.3
趋势
中性
SMA 20 / 50 / 200
71,021.48 / 67,000.00 / 69,309.35
MACD / 信号
4,005.910 / 3,277.574
RSI 超买

ETH-USD

Ethereum

$2,440.84 -0.07%
5 日
-1.65%
距 52w 高
-48.8%
RSI(14)
70.1
趋势
中性
SMA 20 / 50 / 200
2,189.26 / 2,004.42 / 2,020.19
MACD / 信号
160.298 / 139.259
RSI 超买

SOL-USD

Solana

$102.60 -1.47%
5 日
+4.10%
距 52w 高
-59.5%
RSI(14)
71.7
趋势
中性
SMA 20 / 50 / 200
87.56 / 80.10 / 81.66
MACD / 信号
7.608 / 5.643
RSI 超买

BABA

阿里巴巴 (BABA)

$118.90 +2.23%
5 日
-0.37%
距 52w 高
-38.3%
RSI(14)
46.6
趋势
中性
SMA 20 / 50 / 200
124.80 / 115.08 / 136.59
MACD / 信号
0.194 / 1.672

PDD

拼多多 (PDD)

$85.69 +1.18%
5 日
-3.04%
距 52w 高
-38.5%
RSI(14)
45.9
趋势
中性
SMA 20 / 50 / 200
88.52 / 85.01 / 99.32
MACD / 信号
-0.048 / 0.481

JD

京东 (JD)

$28.74 +0.88%
5 日
-2.15%
距 52w 高
-22.0%
RSI(14)
39.7
趋势
中性
SMA 20 / 50 / 200
30.48 / 29.30 / 29.19
MACD / 信号
-0.454 / -0.177
金叉(SMA50↑SMA200) (4 天前)

0700.HK

腾讯控股 (0700.HK)

HK$455.20 +1.65%
5 日
-0.39%
距 52w 高
-33.4%
RSI(14)
50.2
趋势
中性
SMA 20 / 50 / 200
459.89 / 453.80 / 521.89
MACD / 信号
-3.819 / -2.971

GC=F

黄金期货

$4,509.50 +0.70%
5 日
-2.83%
距 52w 高
-19.3%
RSI(14)
58.9
趋势
中性
SMA 20 / 50 / 200
4,435.48 / 4,214.49 / 4,515.41
MACD / 信号
104.416 / 103.503

CL=F

WTI 原油期货

$84.79 +1.67%
5 日
-0.26%
距 52w 高
-29.0%
RSI(14)
54.3
趋势
多头
SMA 20 / 50 / 200
82.51 / 79.46 / 78.18
MACD / 信号
0.831 / 0.916
MACD 死叉 (3 天前)多头排列

USDCNY=X

美元 / 人民币

¥6.72 -0.03%
5 日
-0.00%
距 52w 高
-6.5%
RSI(14)
23.5
趋势
空头
SMA 20 / 50 / 200
6.74 / 6.76 / 6.87
MACD / 信号
-0.012 / -0.011
RSI 超卖接近 52 周低空头排列
风险提示

过去走势不代表未来表现,技术指标仅是价格行为的统计反映,不构成任何投资建议或预测。本报告仅供技术指标解读参考,投资者应结合其他信息并自行承担决策风险。

Australia news live: Joyce calls One Nation byelection win ‘decisive’ and ‘humbling’; Oscar Jenkins gives first interview since Russia conviction

One Nation MP says voters are disillusioned with traditional political parties. Follow the day’s news live Get our breaking news email, free app or daily news podcast Australian government working on release of Oscar Jenkins, assistant minister says The Australian government is working with Russian

中文摘要 一国党在补选中获胜,议员称选民对传统政党失望。澳大利亚政府正努力争取释放被俄罗斯判刑的奥斯卡·詹金斯。

US strikes Iranian launchers on Larak island amid strait of Hormuz tensions

Attack was response to Islamic ⁠Revolutionary Guard Corps preparing rockets to launch sea mines into strait, US claims US forces have struck two Iranian launchers on Iran’s Larak island, a US official said, marking the ⁠first known American strikes since late July. “I can confirm that earlier today

中文摘要 美军袭击了伊朗拉拉克岛上的两个发射器,这是自7月底以来首次对伊朗的打击。美国称此举是为阻止伊斯兰革命卫队准备向霍尔木兹海峡发射水雷。

Lamine Yamal getting back to ‘top level’, Barcelona coach Flick says

Teenager struggled in Barca's La Liga start at Elche but improves against Athletic Bilbao, according to Hansi Flick.

中文摘要 巴塞罗那主帅弗利克表示,拉明·亚马尔正重返顶级状态。这名少年在联赛首战对埃尔切时表现挣扎,但对毕尔巴鄂竞技时有所改善。

Nepal Turns to Mass Burials, as Thousands Remain Missing from Floods

Only a fraction of the over 2,500 missing are turning up among the dead, underscoring a bleak reality: The death toll is likely to keep rising for days to come.

中文摘要 尼泊尔洪水导致逾2500人失踪,当局转向集体埋葬。死者中仅找到少数失踪者,死亡人数可能持续上升。

Ferry Carrying Hundreds of Passengers Capsizes Off Coast of Cyprus

Local authorities said 267 people were aboard the catamaran-type vessel when it began taking on water shortly after its departure from Kyrenia.

中文摘要 一艘载有数百名乘客的渡轮在塞浦路斯海岸倾覆。当局称船上载有267人,该双体船在离开凯里尼亚后不久开始进水。

Israeli strike kills 3-year-old child in Gaza

A deadly Israeli strike on Deir el-Balah killed two Palestinians including a 3-year-old child.

中文摘要 以色列对加沙代尔巴拉赫的袭击造成两名巴勒斯坦人死亡,其中包括一名3岁儿童。

Getting aid to Nepal's flood survivors is the next challenge

The U.S. has pledged 3.5 million in flood aid for Tibet and Nepal, with the first $500,000 distributed by Catholic Relief Services. An aid worker with the group explains what flood survivors need now.

中文摘要 美国承诺为西藏和尼泊尔提供350万美元洪水援助,其中首批50万美元已由天主教救济服务分发。救援人员说明了灾民当前需求。

Noel Godin, who made powerful people nervous around cream pies, dies at 80

For more than 50 years, Noel Godin went after famous and powerful people with cream pies. His targets included politicians, philosophers, filmmakers and, famously, Bill Gates.

中文摘要 诺埃尔·戈丁去世,享年80岁。50多年来,他专向名人和权贵投掷奶油派,目标包括政客、哲学家、电影制作人及比尔·盖茨。

What a Brazilian tradition can teach us about the future of psychedelics

Researchers are looking at new ways to use psychedelics to treat depression. Science journalist Marcelo Leite says there's also a lot to learn from indigenous people who have used them for generations.

中文摘要 研究人员正在探索迷幻药治疗抑郁症的新方法。科学记者马塞洛·莱特表示,从世代使用迷幻药的原住民那里可学到很多。

The Ukrainian women disappearing into Russian prisons

What happens when Russia arrests civilians in the Ukrainian territories it occupies? New Yorker writer Joshua Yaffa followed a group of women through the Russian prison system.

中文摘要 俄罗斯在其占领的乌克兰领土上逮捕平民。记者约书亚·亚法追踪了一组女性在俄罗斯监狱系统中的经历。

Deportees Sent to Liberia Recount Harrowing Details of U.S. Expulsion and Treatment by ICE

Ten deportees said they experienced or witnessed what they called abusive or violent treatment by ICE. They spent months in detention, they said, before being sent to nations where they had no ties.

中文摘要 被遣送至利比里亚的10名被驱逐者称,他们在美国移民拘留期间遭受虐待或暴力,并被送往没有联系的国度。

Jose Andres renews call for investigation into WCK Gaza staff killings

World Central Kitchen founder José Andrés is renewing his call for an independent investigation into Israeli strikes.

中文摘要 世界中央厨房创始人何塞·安德烈斯再次呼吁对以色列袭击其工作人员事件进行独立调查。

Shien Set for Long-Awaited Hong Kong IPO Debut

From a peak valuation of 100 billion dollars to a targeted debut at a fraction of that figure, ultra-fast fashion giant Shein is preparing for a long-awaited public listing. But as regulatory crackdowns close tax loopholes and squeeze profit margins, the digital retailer is being forced to radically

中文摘要 快时尚巨头希音准备在香港进行期待已久的IPO,估值从峰值1000亿美元降至目标估值的一小部分,监管打击税收漏洞并挤压利润率。

Taiwan’s Top Regulator Wants to Wean Taiwan’s Insurers Off US Dollar Dependence

Peng Jin-lung, a former academic who now runs Taiwan’s powerful financial regulator, is taking aim at a decades-old investment model used by the island’s life insurance firms — one of the biggest pools of insurance capital in the world.

中文摘要 台湾金融监管机构负责人彭金隆试图改变寿险业数十年来依赖美元的投资模式,该行业是全球最大的保险资本池之一。

Trump’s Iran War Sets Test for Xi and Putin’s Security Club

President Donald Trump’s intensifying economic campaign against Iran is testing the limits of the security grouping Xi Jinping and Vladimir Putin have spent years expanding as a counterweight to US power.

中文摘要 特朗普对伊朗的经济施压考验了中俄安全集团,该集团是习近平和普京多年来为抗衡美国而扩展的。

Oil Rises on Iran Tensions, US Stock Futures Dip: Markets Wrap

Oil jumped in early Asia trading as Middle East tensions accelerated, while the dollar held gains after hawkish comments from Federal Reserve Chair Kevin Warsh fueled bets on a rate hike next month.

中文摘要 亚洲早盘油价因中东紧张局势上涨,美元走强,因美联储主席沃什发表鹰派言论,市场押注下月加息。

Latest Oil Market News and Analysis for Aug. 31

Oil surged as fresh fighting flared up in the Strait of Hormuz, highlighting risks to flows from the Middle East after months of conflict.

中文摘要 霍尔木兹海峡爆发新冲突,油价飙升,凸显中东数月冲突后供应流动的风险。

Japan’s NYK CEO on Alternative Routes Amid Iran War

Japanese shipping giant NYK's head Takaya Soga in an exclusive conversation with Bloomberg's Shery Ahn discusses how the company is exploring alternative routes due to the conflict in the Middle East. (Source: Bloomberg)

中文摘要 日本航运巨头NYK首席执行官高谷卓也接受彭博专访,讨论中东冲突下公司正在探索替代航线。

Australian Dollar’s Top Forecasters Say Winning Run Likely Over

The Australian dollar’s two-month rally may be nearing a peak, with some of its top forecasters warning that bets on another central bank interest-rate hike have gone too far.

中文摘要 澳元两个月涨势可能接近峰值,顶尖预测机构警告对央行加息的押注过头了。

Big Tech profits get $160bn boost from gains on stakes in other AI companies

Analysts say large paper windfalls on investments in OpenAI, Anthropic and SpaceX have muddied the tech sector’s earnings metrics

中文摘要 大型科技公司因持有OpenAI、Anthropic和SpaceX股份获得1600亿美元账面收益,分析师称这扰乱了科技行业盈利指标。

Fed Rate Hike Speculation Grows, But Investors Remain Skeptical

Bond investors at firms including ABN AMRO Investment Solutions and Brandywine Global Investment Management are voicing skepticism about mounting speculation that Federal Reserve Chairman Kevin Warsh is poised to raise interest rates.

中文摘要 债券投资者对美联储主席沃什可能加息的猜测表示怀疑,包括荷兰国际集团和布兰迪万等公司。

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