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2026-08-31

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THU-MAIC/OpenMAIC

TypeScript · ★ 23,885 · 🍴 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 OpenMAIC 是清华系开源的多人智能体互动课堂,一键启动沉浸式多智能体学习环境,适合教学演示、AI 协作实验与交互研究,通过多智能体模拟真实课堂互动。

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 scientific-agent-skills 是面向科研场景的 Agent 技能库,能把任意 AI Agent 变成 AI 科学家。内置 165 个经验证的技能和 100 多个科学数据库,覆盖生物等领域,全球 19 万科学家使用,用于文献分析、实验设计等科研工作流。

Lakr233/vphone-cli

Swift · ★ 9,585 · 🍴 1,289 · 📈 341 stars today

中文介绍 vphone-cli 仓库当前没有提供描述。从名称看,它很可能是一个用于管理或操作虚拟手机(Virtual Phone)的命令行工具,具体能力需要阅读源码进一步确认。

tt-a1i/archify

JavaScript · ★ 34,400 · 🍴 2,185 · 📈 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 Archify 是一个 Agent 技能,用于生成美观且可验证的架构图、工作流图、时序图、数据流图和生命周期图,输出自包含 HTML 并带动效,支持高清导出。适合开发者在文档和演示中快速构建专业图表。

p-e-w/heretic

Python · ★ 29,147 · 🍴 3,200 · 📈 485 stars today

Fully automatic censorship removal for language models

中文介绍 Heretic 为语言模型提供全自动审查去除能力,可自动移除模型输出中的安全过滤或内容限制。适用于需要原始生成结果的研究与部署场景,让大模型输出更自由。

unclecode/crawl4ai

Python · ★ 80,215 · 🍴 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 Crawl4AI 是开源、面向 LLM 的网页爬虫与抓取工具,能将网页内容转换为大模型友好的干净数据,支持结构化抽取和快速抓取,常用于构建 RAG 知识库、训练数据采集和 AI 搜索等场景。

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 last30days-skill 是 AI Agent 技能,能综合检索 Reddit、X、YouTube、Hacker News、Polymarket 和全网内容,对任意主题进行最近 30 天调研并生成有依据的总结。适合舆情分析、趋势追踪和市场研究。

majd/ipatool

Go · ★ 10,189 · 🍴 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 ipatool 是一个命令行工具,可以从 App Store 搜索并下载 iOS、iPadOS、tvOS 和 visionOS 应用的 ipa 安装包。开发者可通过它获取应用包进行调试、测试或逆向分析。

punkpeye/awesome-mcp-servers

★ 93,297 · 🍴 15,309 · 📈 65 stars today

A collection of MCP servers.

中文介绍 awesome-mcp-servers 是一个 MCP(Model Context Protocol)服务器精选列表,收录了各类 MCP 服务端资源,帮助 AI 开发者发现和集成可用的模型上下文服务,快速构建 Agent 生态。

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 Checkstyle 是 Java 静态代码检查工具,帮助开发者遵循编码规范。默认支持 Google Java Style Guide 和 Sun Code Conventions,并可通过配置高度定制规则,常用于 CI 流水线中保证代码风格一致。

NationalSecurityAgency/ghidra

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

Ghidra is a software reverse engineering (SRE) framework

中文介绍 Ghidra 是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、脚本分析和调试等功能,支持多种架构,广泛应用于恶意软件分析、漏洞研究和二进制安全领域。

pollen-robotics/microduck_rl

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

RL training environments for Microduck (mjlab)

中文介绍 microduck_rl 是 Microduck 机器人的强化学习训练环境,基于 mjlab 构建,提供 RL 训练所需的仿真场景和接口,用于训练和验证四足机器人或其他微型机器人的运动控制策略。

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 该技能是中国专利相关的 Agent 技能,支持专利点挖掘、交底书(发明/实用新型/外观)编写,还能通俗解读专利、嗅探政策动向、辅助审查答复。适用于专利代理人、研发人员和技术交底场景。

corsairdev/corsair

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

Connect your users to their apps

中文介绍 Corsair 的目标是连接用户与其应用,提供应用集成或访问桥接能力。由于描述较简略,具体架构和适用场景需进一步查看项目文档或源码。

every-app/open-seo

TypeScript · ★ 15,122 · 🍴 1,812 · 📈 511 stars today

Open source alternative to Semrush and Ahrefs

中文介绍 open-seo 是 Semrush 和 Ahrefs 的开源替代品,提供关键词研究、竞争对手分析、排名监控和网站审计等 SEO 功能,面向 SEO 从业者、内容营销人员与站长,支持自托管部署。

colinhacks/zod

TypeScript · ★ 43,643 · 🍴 2,156 · 📈 76 stars today

TypeScript-first schema validation with static type inference

中文介绍 Zod 是 TypeScript 优先的 schema 声明与校验库,通过链式 API 定义数据结构,自动推导静态类型。它在运行时校验数据的同时保证编译期类型安全,常用于 API 请求参数、表单验证和配置解析等场景。

tashfeenahmed/freellmapi

TypeScript · ★ 22,745 · 🍴 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 freellmapi 将 34 个免费 LLM 提供商、635 个模型端点和每月 74 亿 tokens 聚合到一个 /v1 接口,兼容 OpenAI API,支持智能路由、自动故障转移和密钥加密。开发者可低成本接入多种大模型。

livekit/agents

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

A framework for building realtime voice AI agents 🤖🎙️📹

中文介绍 LiveKit Agents 是构建实时语音 AI Agent 的框架,支持音频和视频交互,提供实时通信基础设施,适用于语音助手、实时翻译、虚拟数字人等需要低延迟音视频对话的应用。

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 GitNexus 是一个零服务器代码智能引擎,完全在浏览器端运行,将来自 GitHub、GitLab、Azure、本地仓库或 ZIP 文件的 Git 仓库构建为知识图谱,用于代码浏览、关系分析和智能检索,无需后端部署。

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 提出以智能体游戏开发作为可验证轨迹数据引擎来扩展世界模型,替代单纯增加爬取视频和算力的策略。通过游戏环境生成具有grounded奖励信号的递归数据,让世界模型在可验证反馈中持续提升,借鉴代码智能体的成功范式。

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 针对视频生成模型零样本视觉推理评估难的问题,提出VGI-Bench基准。基准要求输入与当前视频模型的视觉先验对齐,并包含有效的演化过程,从而可靠地探测模型在生成帧中的视觉智能表现。

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 针对大规模并行模拟下off-policy强化学习训练数据分布变化,导致原有稳定器失效的问题,通过八个基准族的受控实验揭示稳定器对数据规模的依赖性,并提出WarpSAC,通过重新设计探索与利用机制实现可扩展的off-policy RL性能提升。

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 提出JIT-Agent,通过即时harness演化来规模化智能体能力。相比仅依赖基础模型,agent harness涵盖记忆管理、规划、动作协议和工具编排,贡献常超模型本身。JIT-Agent自动演化harness,摆脱手动、任务特定的设计,提升智能体适应性与扩展性。

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 研究多模态大语言模型(MLLM)代理在城市环境中从局部感知到可靠行动的能力。指出街景理解在代理移动后可能失效,UrbanGround通过在真实尺度城市中测试,探索如何将局部视觉证据转化为稳定的空间代理行为,评估当前模型的局限。

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 针对现有后训练方法(如RL、OPSD)依赖真实标签而无法进行测试时训练的问题,提出TTPO(Test-Time Policy Optimization)。通过替代ground-truth标签的方式,在测试阶段对策略进行优化,使大语言模型在数学推理等任务中无需标签也能持续提升。

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 提出Self-OPD,一种无需教师模型的在线策略蒸馏方法,用于flow matching模型。传统OPD依赖预训练教师提供密集监督,存在两大问题。Self-OPD通过自生成监督信号实现自蒸馏,避免教师依赖,提升训练效率与模型性能。

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 聚焦LLM代理的交互数据生成问题,提出ACE视角来定义高质量代理数据。好的代理数据需在环境、任务、交互和成功信号间保持一致,且生成的经验应有用而非仅求数量,为代理数据生成提供评价与设计准则。

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 面向AI数字人主播的实时互动与营销需求,提出可演化harness的训练方法,使Skills、Hooks、提示和工具可独立更新。该技术报告展示了数字人代理如何在低延迟下频繁更新策略,同时保持准确有效的响应。

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,一种面向视频游戏的世界动作模型。现有游戏代理直接映射视觉与任务上下文到动作,缺乏显式世界动态建模;而交互式世界模型仅预测视觉未来。GameWAM结合两者,对世界状态与动作联合建模,提升游戏中的决策能力。

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,实现长周期智能体的在线自改进。传统方法仅在执行结束后利用经验,无法调整当前运行。该方法在运行中实时处理经验,立即应用并验证所学教训,既能改进当前任务,也能提升未来表现。

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 重新审视无CoT数据下的训练策略,比较next-chunk reasoning RL与SFT的效果。无CoT数据含丰富推理内容但缺少显式思维链标注,RL方法通过生成隐式推理痕迹并奖励训练。研究揭示该RL方法相对SFT的真实优势与适用条件。

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 提出Open-MOPD,诊断并修复多教师在线策略蒸馏(M-OPD)中的能力不平衡问题。M-OPD通过密集token级奖励将多个领域专家整合为通才学生,但优化动态会导致能力失衡。Open-MOPD识别问题根源并给出修复方案,提升蒸馏后的综合性能。

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-1.5,一个面向长程叙事与交互世界的统一视听生成系统。针对长视频生成需保持角色身份、遵循用户控制并稳定跨扩展展开的挑战,该系统通过两个专用模块实现持续的音频-视觉生成,支持持久故事与交互环境。

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,从人类视频实现上下文世界-动作建模,使机器人无需参数更新即可零样本执行未见过的操作任务。借鉴LLM的上下文学习能力,将新任务描述直接作为上下文引导策略,实现开放式任务泛化。

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以促进技能演化。智能体技能封装专业知识与流程,现有方法虽能从经验自动发现技能,但指导技能开发的洞察难以积累。WikiSkill将经验转化为结构化知识,支持技能的持续进化与复用。

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 提出StreamPI,为视觉-语言-动作(VLA)模型引入流式多模态时间建模。现有VLA模型如pi0.5采用单帧范式,难以保留历史观测与发展精细空间感知。StreamPI通过流式处理多模态时序信息,提升机器人操作中的时间建模与空间感知能力。

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 研究进化策略(ES)在LLM推理后训练中的优化行为,并与主流GRPO方法对比。发现ES虽内存高效,且其推理覆盖范围比GRPO更广,能够探索更多样化的推理路径,为理解ES的适用场景提供了分析。

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基准,评估多模态大语言模型在视频理解场景中的指令跟随能力。实际视频理解不仅要求模型正确解读内容,还需满足多样化的用户指令。该基准系统测试模型在视频场景下遵循不同类型指令的表现。

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,一种基于规则(rubric)的强化学习方法,提升视觉语言模型的视觉忠实度。针对模型回答流畅但缺乏视觉证据支撑的问题,将细粒度视觉检查作为奖励信号,改善多模态后训练中的信用分配,减少无依据的生成内容。

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 驱动软件工厂的超大规模实践:AI 工具已嵌入开发全流程,超 70% 的 pull request 由本地或云端 coding agent 生成,展示效率与规模化的工程方法论。

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 针对近期软件工程师对 AI 编程的愤慨视频,作者给出看似「糟糕」的反直觉建议:先完整观看再作判断,理性看待技术焦虑与 AI 时代的职业定位。

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 作者复盘 MiniMax H3 Max 发布前的数千次生成测试,总结动态图形 prompt 写法:该模型最大的亮点是文字转动态视频能力,远超基础版 H3。

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 Google 与微软罕见达成一致,共同构建 WebMCP 来解决 AI agent 的网页访问问题。这可能是 web 生态数年来最大的结构性变革,一文讲清来龙去脉。

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 作者构建了 6 个 Hermes 机器人组成的媒体团队,让一个人拥有研究、写作、编辑、分发的完整产能,相当于一家媒体公司,而非简单的 AI 加速写作。

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 的 KV、Prefix、Prompt 与 Semantic 四层缓存:各自的取舍与失效场景,以及如何诊断输入 token 被重复计算的性能瓶颈。

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 吴恩达谈 agentic coding 对软件工程基础的影响:即便全部代码由 coding agent 编写,软件基础能力仍是引导 agent 正确工作的关键,附技能地图拆解。

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 Yakkamon 发布区域扩张指南:游戏并非一座独农庄,而是随怪物养成逐步打开的开放世界,新区域解锁带来更多策略维度与探索内容。

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.

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

市场总览

美股技术面整体偏多但动能收窄:SPY 距 52 周高仅 -1.29%,标普与纳指均保持多头排列,不过 MACD 柱多为负值,短线动量有所减弱;个股中 AAPL 出现 MACD 金叉,MSFT 则因 RSI 73.1 超买而进入过热区,NVDA 单日 -4.57% 对科技权重构成拖累。加密市场方面,恐慌贪婪指数为 69(贪婪),但加密总市值 24 小时回落 2.55% 至 2.63 万亿美元,BTC 主导率 59.6%;BTC 自身 RSI 70.3 超买,ETH/SOL 维持多头排列且 MACD 柱为正,币圈处于高位震荡、获利回吐与动量并存的状态。中概股整体偏弱:BABA、PDD 在均线区间内震荡,JD 跌破全部均线且 RSI 39.7,缺乏上攻信号。商品外汇分化明显:黄金期货在 SMA200(4515.43) 附近缠绕,WTI 站上 200 日线但 MACD 死叉,美元兑人民币空头排列且 RSI 23.5 超卖,美元指数横盘于中短期均线之间,整体方向感不强。

今日关注

AAPL 苹果 (AAPL)
偏上行

价格 319.70 美元站上 SMA20(309.86)、SMA50(312.00) 与 SMA200(282.60),多头排列完整;MACD 线 -0.03 上穿信号线 -0.92,近期形成金叉;RSI 57.4 处于正常区间;1 日 +1.63%、5 日 +3.35%,动能领先,技术 setup 偏上行。

SOL-USD Solana (SOL-USD)
偏上行

Solana 现价 101.67 美元高于 SMA20(87.52)、SMA50(80.08) 与 SMA200(81.66),均线多头排列;MACD 柱为正(7.53 vs 信号 5.63),RSI 69.8 接近超买但未突破 70;5 日 +3.15%,短期动能强于大盘,技术 setup 偏上行。

MSFT 微软 (MSFT)
中性

微软现价 513.53 美元仍在所有主要均线上方,但 RSI 73.1 已进入超买区,短线乖离偏大;MACD 线 18.75 低于信号线 19.97,柱状为负,动量转弱;5 日 +6.27% 涨速快,价格在历史高位附近震荡整理,多空信号并存,暂归中性。

JD 京东 (JD)
偏下行

京东现价 28.74 美元低于 SMA20(30.48)、SMA50(29.30) 与 SMA200(29.19),处于空头排列;RSI 39.7 偏弱,MACD -0.45 位于信号线 -0.18 下方,柱持续为负;5 日 -2.15%,距 52 周高 -22.03%,短期技术面偏下行。

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
+0.67%
距 52w 高
-2.1%
RSI(14)
49.3
趋势
中性
SMA 20 / 50 / 200
99.49 / 100.40 / 99.17
MACD / 信号
-0.285 / -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

$77,682.57 -0.19%
5 日
-1.62%
距 52w 高
-38.4%
RSI(14)
70.3
趋势
中性
SMA 20 / 50 / 200
71,003.63 / 66,992.86 / 69,307.56
MACD / 信号
3,977.439 / 3,271.879
RSI 超买

ETH-USD

Ethereum

$2,426.67 -0.65%
5 日
-2.22%
距 52w 高
-49.1%
RSI(14)
68.6
趋势
中性
SMA 20 / 50 / 200
2,188.55 / 2,004.14 / 2,020.12
MACD / 信号
159.167 / 139.033

SOL-USD

Solana

$101.67 -2.36%
5 日
+3.15%
距 52w 高
-59.8%
RSI(14)
69.8
趋势
中性
SMA 20 / 50 / 200
87.52 / 80.08 / 81.66
MACD / 信号
7.533 / 5.628

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

$4,512.30 +0.76%
5 日
-2.77%
距 52w 高
-19.2%
RSI(14)
59.1
趋势
中性
SMA 20 / 50 / 200
4,435.62 / 4,214.54 / 4,515.43
MACD / 信号
104.639 / 103.548

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

以上内容基于公开行情数据的技术指标计算与文本摘要,不构成任何投资建议。过去走势不代表未来表现,市场风险自负。

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 澳大利亚一国党议员乔伊斯称该党在补选中获胜“决定性”且“令人谦卑”,表示选民对传统政党失望。同时,澳政府正努力争取释放在俄罗斯被定罪的奥斯卡·詹金斯,后者首次接受采访。

Vote count starts in Guinea-Bissau referendum on strengthening presidency

Ten months after a coup, military leaders say the referendum is designed to stabilise future civilian governments.

中文摘要 几内亚比绍就加强总统权力举行公投,开始计票。政变十个月后,军方领导人称此次公投旨在稳定未来的文官政府。

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 美国军方对伊朗拉拉克岛上的两处发射装置实施打击,这是自7月下旬以来美方首次对伊朗发动已知袭击。美方称,此举是回应伊朗伊斯兰革命卫队准备用火箭布设水雷、威胁霍尔木兹海峡航运。

Hikers feared missing after 'terrifying' flash flooding hits Grand Canyon

"It was a beautiful day - and then people were screaming," one hiker who was airlifted to safety tells the BBC.

中文摘要 美国大峡谷遭遇“可怕”山洪,多名徒步旅行者恐已失踪。一名被空运至安全地带的徒步者向BBC回忆:“原本是美好的一天,随后人们开始尖叫。”

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 巴塞罗那主教练弗利克表示,小将亚马尔正在恢复“顶级水平”。亚马尔在联赛客场对阵埃尔切时表现挣扎,但在对阵毕尔巴鄂竞技时有所进步。

US strikes Iranian launchers on Larak Island in first known attack in weeks

Iran says the attack killed some civilians and is the first known US strike on Iran since late July.

中文摘要 美军打击伊朗拉拉克岛上发射装置,这是数周来首次已知的打击行动。伊朗称袭击造成一些平民死亡,这也是自7月下旬以来美军首次对伊朗发动打击。

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 尼泊尔洪水已致大量失踪人员,超过2500人失踪,但找到的遗体仅为其中一小部分。当局开始进行大规模安葬。现实严峻,死亡人数可能在未来数日继续上升。

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267人的双体船从凯里尼亚出发后不久开始进水,在塞浦路斯海岸附近倾覆。当地当局已展开救援,伤亡情况尚不明确。

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发动致命袭击,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 美国承诺向西藏和尼泊尔提供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组织发放。援助人员表示,向尼泊尔洪水幸存者提供援助将是下一个挑战。

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 以奶油派袭击名人著称的诺埃尔·戈丁去世,享年80岁。50多年来,他用奶油派袭击政治人物、哲学家、电影制作人,最著名的目标是比尔·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 研究人员正在探索使用迷幻药治疗抑郁症的新方法。科学记者马塞洛·莱特表示,巴西原住民世代使用迷幻药的传统可以为未来研究提供借鉴。

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 《纽约客》作家约书亚·亚法追踪了一群在俄占乌克兰领土被逮捕的妇女,记录她们进入俄罗斯监狱系统的经历,揭示这些乌克兰女性在俄罗斯监狱中“消失”的境况。

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 十名被美国驱逐至利比里亚的移民讲述了他们在美受ICE虐待或暴力对待的经历。他们称被拘留数月后被送往毫无联系的国度,细节令人震惊。

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导致该组织加沙工作人员死亡事件进行独立调查。

'My parents won't lend me £10k but helped my brother': When families play financial favourites

So-called financial favouritism can cause jealousy and resentment long into adulthood. Here is how experts say you can avoid it

中文摘要 文章探讨所谓家庭“财务偏袒”现象,即父母对子女经济支持不一,可能引发嫉妒和怨恨并影响长期家庭关系。专家建议通过坦诚沟通、制定公平规则、明确借贷边界等方式避免此类矛盾。

'My parents won't lend me £10k but helped my brother': When families play financial favourites

So-called financial favouritism can cause jealousy and resentment long into adulthood. Here is how experts say you can avoid it

中文摘要 文章探讨所谓家庭“财务偏袒”现象,即父母对子女经济支持不一,可能引发嫉妒和怨恨并影响长期家庭关系。专家建议通过坦诚沟通、制定公平规则、明确借贷边界等方式避免此类矛盾。

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(Shein)准备在香港进行期待已久的首次公开募股,目标估值远低于此前1000亿美元的峰值。监管打击税收漏洞、利润空间承压,给其上市前景带来不确定性。

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 台湾金融监管机构主委彭金隆(前学者)正推动改变寿险业沿用数十年的投资模式,降低对美元的依赖。台湾寿险资金是全球最大保险资本池之一,此举影响深远。

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 特朗普政府对伊朗的经济施压不断升级,正在考验中俄安全合作机制。习近平和普京多年来扩大这一机制以制衡美国力量,如今该机制面临新的压力与挑战。

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

Oil climbed and US stock-index futures slipped in early Asian trading as Middle East tensions intensified. The dollar held its gains after hawkish comments from Federal Reserve Chair Kevin Warsh strengthened bets on an interest-rate hike next month.

中文摘要 亚洲早盘交易中,油价上涨、美股股指期货下跌,中东紧张局势加剧。美联储主席沃什(Kevin Warsh)发表鹰派言论,强化了下月加息预期,美元保持涨势。

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的战斗,油价随之大幅攀升。这凸显了中东地区持续数月冲突对石油供应线路的威胁,市场对供应中断的担忧加剧,地缘政治溢价上升。

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 日本航运巨头日本邮船(NYK)社长曾我贵哉接受彭博专访,讨论因中东冲突正在探索替代航线。他强调需确保供应链稳定,以应对伊朗战争带来的运输风险。

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 澳元过去两个月的涨势可能已接近顶峰。部分顶级预测机构警告,市场对澳大利亚央行再次加息的押注已经过头,澳元进一步上行的空间有限。

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 大型科技公司因投资OpenAI、Anthropic和SpaceX等人工智能企业获得约1600亿美元的账面收益。分析师认为,这些巨额纸面收益扭曲了科技板块的盈利指标。

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 尽管市场猜测美联储主席沃什可能加息,但包括荷兰安智(ABN AMRO)和Brandywine Global在内的债市投资者仍持怀疑态度,认为通胀和就业数据尚未支持紧缩。

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