Python · ★ 23,109 · 🍴 2,274 · 📈 1,833 stars today
Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.
中文介绍 本地优先的代码智能图，为MCP和CLI构建持久化的仓库映射，让AI编码工具只读取相关代码。经基准测试，能显著减少代码审查和大仓库的上下文负载。
Rust · ★ 9,612 · 🍴 1,082 · 📈 568 stars today
The most intelligent agent harness for code
中文介绍 面向代码的最智能代理工具，整合多种AI能力辅助编程，旨在提升代码生成与理解效率。
TypeScript · ★ 21,759 · 🍴 2,959 · 📈 1,107 stars today
Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, Kimi K3, GLM, DeepSeek. Works with Claude Code, Codex, Cursor, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A, multimodal, Desktop/PWA
中文介绍 免费MIT开源的AI网关，通过单一端点接入268+供应商（50+免费）、500+模型，兼容Claude Code、Cursor等主流编码工具，无需中断开发流程。
Python · ★ 40,500 · 🍴 6,722 · 📈 823 stars today
Learn it. Build it. Ship it for others.
中文介绍 从零学习AI工程的项目集合，涵盖学习、构建到交付的全流程，适合希望系统性掌握AI工程实践的开发者。
Shell · ★ 134,689 · 🍴 21,962 · 📈 862 stars today
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
中文介绍 一站式AI代理平台，提供前端专家、社区运营、创意注入等各类专业化代理，每个代理拥有独立个性与流程，可直接投入实际工作。
Python · ★ 18,728 · 🍴 1,463 · 📈 458 stars today
A Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
中文介绍 灵活的框架，用于体验异构LLM推理与微调优化，支持多种硬件后端，降低大规模模型部署门槛。
TypeScript · ★ 44,146 · 🍴 5,365 · 📈 821 stars today
The open-source AI voice studio. Clone, dictate, create.
中文介绍 开源AI语音工作室，支持语音克隆、听写与创作，提供完整的语音处理能力，适用于内容创作和语音交互场景。
Python · ★ 28,776 · 🍴 2,743 · 📈 234 stars today
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
中文介绍 开源AI记忆平台，为代理提供跨会话的持久长期记忆，基于自托管知识图谱引擎，适合需要上下文保持的智能代理应用。
Python · ★ 14,208 · 🍴 1,483 · 📈 565 stars today
A feed-forward 3D foundation model for reconstructing scenes from streaming data
中文介绍 前馈式3D基础模型，能够从流式数据中实时重建场景，适用于机器人导航、AR/VR等需要即时3D感知的场景。
TypeScript · ★ 5,832 · 🍴 645 · 📈 939 stars today
Open source alternative to Semrush and Ahrefs
中文介绍 开源的SEO分析工具，对标Semrush和Ahrefs，提供关键词研究、竞争对手分析等核心功能，无需付费订阅。
Python · ★ 10,226 · 🍴 1,218 · 📈 410 stars today
Kimi Code CLI is your next CLI agent.
中文介绍 Kimi代码CLI代理，在终端中提供AI驱动的代码辅助，支持代码生成、解释和调试，提升命令行开发效率。
Python · ★ 37,075 · 🍴 2,577 · 📈 317 stars today
AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
中文介绍 AI代理助手与开发框架，集成多种即时通讯平台、大语言模型和插件，可作为OpenClaw的替代方案，快速构建跨平台智能助手。
Python · ★ 26,525 · 🍴 2,164 · 📈 96 stars today
🚀 The fast, Pythonic way to build MCP servers and clients.
中文介绍 基于Python的快速MCP服务器与客户端构建框架，提供简洁API和内置工具，让开发者用Pythonic方式实现模型上下文协议。
TypeScript · ★ 2,524 · 🍴 147 · 📈 689 stars today
The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.
中文介绍 AI编码代理的本地优先网络工具，通过MCP提供搜索、抓取、爬取和研究能力，无需API密钥和云服务，完全免费且本地运行。
Rust · ★ 1,528 · 🍴 40 · 📈 371 stars today
A batteries-included framework for building web apps
中文介绍 基于Tokio生态的全功能Web应用框架，提供路由、中间件、数据库集成等开箱即用能力，适合快速构建Rust Web服务。
TypeScript · ★ 133,767 · 🍴 7,559 · 📈 240 stars today
Collection of publicly available IPTV channels from all over the world
中文介绍 全球公开IPTV频道集合，收录来自世界各地的数千个直播频道，支持多种播放器直接使用，是IPTV爱好者的首选资源库。
TypeScript · ★ 4,770 · 🍴 331 · 📈 1,641 stars today
Self-hosted deployment platform
中文介绍 自托管的部署平台，帮助开发者轻松部署和管理应用，支持多环境配置与自动化流程，适合需要私有化部署的场景。
TypeScript · ★ 1,717 · 🍴 230 · 📈 464 stars today
Free, open-source web app for learning about ontologies and Microsoft Fabric IQ. Explore a catalogue of pre-built ontologies, design your own visually, export as RDF/XML, and share interactive diagrams. Zero backend, fully static.
中文介绍 免费开源的本体论学习Web应用，支持浏览预建本体、可视化设计、导出为RDF/XML并分享交互式图表，适合语义网学习与Microsoft Fabric IQ探索。
C++ · ★ 1,236 · 🍴 31 · 📈 395 stars today
ggml speech-to-text inference for 16+ model families
中文介绍 基于ggml的语音转文本推理工具，支持16+种模型家族，性能优化可运行于CPU，适合嵌入式或离线场景的语音识别。
C++ · ★ 9,814 · 🍴 518 · 📈 282 stars today
Very low latency speech to text, intent recognition, and text to speech, for building voice agents and interfaces
中文介绍 极低延迟的语音处理套件，包含语音转文本、意图识别和文本转语音，专为构建实时语音代理与交互界面设计。
👍 182
A growing gap separates inference context lengths from RL post-training: inference systems are approaching million-token contexts, while post-training workloads often remain at 256K tokens or below and rely on length generalization at deployment. The gap is especially important for AI agents, whose
中文介绍 针对推理上下文长度增长与RL后训练长度不足之间的差距（尤其影响AI Agent），提出LongStraw，在固定GPU预算下实现超过2M token的长上下文RL后训练，提升推理时的长度泛化能力。
👍 155
Recent advances in video understanding have spanned motion, long video, and streaming interaction, driving this field toward real-world applications. Despite this progress, current open-source models remain limited in several ways. They often struggle to generalize across diverse video types, making
中文介绍 现有开源视频MLLM在多样视频类型上泛化不足，提出VideoChat3，一种全开放的视频多模态大模型，支持运动理解、长视频处理和流式交互，实现高效通用的视频理解。
👍 113
Skills are a useful abstraction for software agents, turning human and agent experience into reusable procedural knowledge. Yet existing skill libraries are mostly hand-written, text-centric, or derived from agent traces, leaving tutorial videos and other multimodal human resources largely underused
中文介绍 现有技能库多为手工编写或从Agent轨迹提取，未充分利用多模态人类资源（如教程视频）。提出RESOURCE2SKILL，从人类创建的多模态资源中蒸馏出可执行的Agent技能，实现技能库的自动构建。
👍 111
Graph retrieval-augmented generation (GraphRAG) enhances large language models with structured knowledge, yet existing systems construct knowledge graphs in a single extraction pass, producing noisy entities and brittle retrieval. RAGU, an open-source modular GraphRAG engine, addresses this by separ
中文介绍 现有GraphRAG系统单次提取知识图谱导致噪声和检索脆弱。提出RAGU，一种开源模块化GraphRAG引擎，通过分离提取与检索步骤，结合紧凑领域自适应LLM，提升多步检索质量。
👍 63
Recent advances in Tool-Integrated Large Language Models have made web search a core capability of information-seeking agents. However, as interaction histories grow, agents increasingly struggle to track task progress. When search attempts fail to yield useful evidence, current single- and multi-ag
中文介绍 信息搜寻Agent随交互历史增长难以追踪任务进度。提出SearchOS-V1，一种鲁棒开放域信息搜寻Agent协作框架，通过多Agent协作和任务跟踪机制，提升搜索失败时的恢复能力。
👍 55
We present Loopie, the most powerful looped Transformer to date. The Loopie series consists of two Mixture-of-Experts (MoE) models: a 20B-parameter model with 2B active parameters and a 6Bparameter model with 0.6B active parameters. Looped Transformers have long faced a challenge: given an N-fold in
中文介绍 循环Transformer面临深度增加时性能提升瓶颈。提出Loopie系列，包括20B/2B活跃参数和6B/0.6B活跃参数的MoE模型，是目前最强的循环Transformer，通过MoE架构有效利用计算预算。
👍 54
We present Xiaomi-Robotics-1, a foundational vision-language-action (VLA) model capable of (1) following diverse language instructions to perform a wide range of mobile manipulation tasks in unseen environments out-of-the-box, and (2) efficiently adapting to novel downstream tasks with minimal fine-
中文介绍 提出小米机器人基础模型Xiaomi-Robotics-1，基于超过10万小时真实世界轨迹训练，具备语言指令跟随、移动操作和零样本泛化能力，并可通过少量微调高效适配新任务。
👍 50
World-action models (WAMs) are emerging as a promising foundation for embodied control: rather than predicting actions alone, they learn representations that couple action generation with future world prediction. This coupling is often viewed as a source of robustness, interpretability, and safety,
中文介绍 世界-动作模型（WAM）耦合动作生成与未来预测，但存在“正确预测却错误行动”的问题。系统分析WAM的失败模式，揭示其表示学习中的解耦缺陷，并提出改进方向。
👍 47
Hyper-Connections (HC) expand the residual stream of Transformers into N parallel streams, providing a form of memory scaling beyond model width and depth. Manifold-Constrained HC (mHC) stabilizes this formulation at scale. The large gains from N{=}1 to N{=}4 suggest residual-stream expansion as a p
中文介绍 Hyper-Connections（HC）将残差流扩展为N个并行流，实现超越宽度和深度的记忆扩展。提出扩展超连接（xHC），进一步利用流扩展能力，在多个规模上提升Transformer性能。
👍 43
Healthcare spans high-stakes communication, expert reasoning, and workflow execution, yet specialized LLMs that cover these use cases together remain limited. A healthcare model must handle patient consultation, clinical reasoning over text and images, interactive diagnosis, and electronic health re
中文介绍 医疗领域需要覆盖患者咨询、临床推理、交互诊断和电子病历等场景。提出Cura 1T，一个专门的医疗Agent模型，在1T token上训练，整合多模态诊疗能力。
👍 38
Video generation increasingly relies on keyframe-based workflows, where creators specify a sequence of reference images to guide generation. Although recent models support multi-keyframe conditioning, it remains unclear whether they can faithfully reproduce the prescribed keyframes while maintaining
中文介绍 现有视频生成模型支持多关键帧条件，但能否忠实再现关键帧同时保持视频连贯性尚不明确。提出KeyFrame-Compass，一个综合评估基准，系统评测关键帧条件视频生成的质量。
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Multi-reference-to-audio-video (MR2AV) generation aims to generate coherent audio-video content conditioned on multiple references and textual instructions. Existing benchmarks mainly focus on text-driven generation, single-reference subject preservation, or isolated audio-video alignment, leaving t
中文介绍 多参考到音频-视频生成（MR2AV）缺乏综合基准。提出MultiRef-Compass，首个全面评估MR2AV的基准，涵盖多参考保真度、音频视频对齐和指令跟随等维度。
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Human cognition does not separate understanding and generation. A teacher at a whiteboard speaks and draws together, each modality reshapes the other. In this paper, we bring this coupled loop to artificial systems. Masked Diffusion Models (MDMs) are ideally suited to this task, yet existing sampler
中文介绍 人类认知中理解与生成不分离，而现有扩散模型分开处理。提出自校正耦合马尔可夫跳跃过程，让掩码扩散模型同时进行图像理解与生成，实现双向修正循环。
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Learning broad world knowledge directly from raw visual data is a fundamental capability of intelligence. We introduce UniVR, the first investigation into simultaneously learning complex reasoning, fine-grained physical dynamics, and long-term planning from pure visual demonstrations. At its core, U
中文介绍 首次探索从纯视觉演示中同时学习复杂推理、细粒度物理动态和长期规划。提出UniVR，在视觉空间中思考，通过统一视觉推理框架获取广泛世界知识。
👍 27
On-policy distillation is an alternative post-training method in reinforcement learning that alleviates the constraints imposed by reward models by providing token-level supervision from a teacher model. Although on-policy distillation has been studied and applied across various settings, its fundam
中文介绍 在线策略蒸馏作为RL后训练替代方法，可缓解奖励模型限制。系统研究其基本原理，提出Delta蒸馏方法，优化教师模型向学生传递token级监督的效率。
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Large language models (LLMs) are transforming recommender systems from matching co-occurrence patterns in historical behavior toward reasoning about the intent that drives it. RecGPT-V1 pioneered this paradigm on Taobao by centering user understanding, and RecGPT-V2 scaled it via coordinated multi-a
中文介绍 RecGPT系列推动推荐系统从模式匹配转向意图推理。RecGPT-V3在淘宝平台上通过多Agent协调和用户理解，实现更大规模的智能推荐，提升推荐质量。
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Embodied cognition requires agents to connect high-level task reasoning with the physical states to be achieved. We introduce Hy-Embodied-RxBrain, an embodied cognition foundation model with joint language-visual reasoning and imagination. Unlike vision-language models that emphasize scene understan
中文介绍 具身认知需要连接高层任务推理与物理状态。提出RxBrain，一个联合语言-视觉推理与想象的基础模型，超越传统VLM的场景理解，实现具身智能体在复杂环境中的认知与行动。
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Code review helps maintain software quality before code integration, but it also imposes a substantial workload on human reviewers. As generative artificial intelligence becomes part of software development, code review is shifting from a primarily human review process toward AI-supported review pro
中文介绍 代码审查正从人工转向AI辅助。系统比较不同代际生成式AI技术（从规则到LLM）对代码审查质量的影响，揭示AI在减少审查负担的同时需注意幻觉和一致性等问题。
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Reinforcement learning has become a standard post-training recipe for large language models, but dense full-parameter updates create two deployment-relevant bottlenecks: suppressed reasoning performance, often reflected by premature saturation of test-time scaling, and interference when consolidatin
中文介绍 RL全参数更新导致推理性能饱和和模型融合干扰。提出频谱重新布线方法，通过谱域操作实现探索、净化与模型合并，在不损失性能的前提下提升部署效率。
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On-policy distillation (OPD) has become a key paradigm in LLM post-training, yet its training dynamics remain poorly understood. We present a systematic study examining the role, pathologies, and regulations of OPD. We first clarify the role of OPD as an exploration catalyst: it steers the student t
中文介绍 在线策略蒸馏（OPD）在LLM后训练中重要但训练动态不明。系统阐明OPD作为探索催化剂的作用，揭示其训练中的病理现象并给出调节策略，提升蒸馏效果。
@nifinet · 11.0K 粉丝 · 337.0K 阅 · 518 赞 · 33 转
Earlier this year, Andrej Karpathy (@karpathy) pointed an agent at his own training code and let it run for two days. It ran 700 experiments, kept the 20 that beat the benchmark, and made the model
中文介绍 介绍在 Codex 上构建自我改进的外向系统，引用 Karpathy 的案例：代理在训练代码上运行 2 天、700 次实验，仅保留 20 个最优结果，实现模型自动优化。
@CliffordSosin · 16.4K 粉丝 · 197.0K 阅 · 514 赞 · 49 转
Superintelligence arrived. You probably didn't notice, because it turned out to be kind of incremental. Don't believe me? Run the test. Talk to Fable 5 for an hour, then talk to your ten smartest
中文介绍 质疑超级智能的实际影响，认为其进步是增量式的。提出检验方法：与 Fable 5 游戏对话一小时后，再与十位最聪明的人聊天，对比感受。
@EXM7777 · 126.7K 粉丝 · 173.6K 阅 · 521 赞 · 51 转
I'm going to show you how to build your first team of AI agents... and how to wire them into a self improving loop inside a shared workspace the team we're building has 5 agents, one for each function
中文介绍 教程：如何构建 5 个功能各异的 AI 代理团队，并将它们连接到一个共享工作区中，形成自动自我改进的循环系统。
@0xCodez · 23.9K 粉丝 · 154.5K 阅 · 510 赞 · 73 转
Most people who try to build a multi-step agent end up with a straight line. Step one, step two, step three - each waiting politely for the last to finish before it starts. 9/10 notice that half those
中文介绍 14 步路线图，从零到图架构师，教如何用 Claude 构建非线性的多步 Agent，避免常见的线性步骤僵化问题。
@herrcore · 15.4K 粉丝 · 64.2K 阅 · 514 赞 · 84 转
tl;dr K3 makes us question why we are paying Anthropic. We’ve been using Opus as our go-to model for reverse engineering tasks since the release of 4.5, and with each new release, it feels like we
中文介绍 逆向工程 Kimi K3 后，质疑 Opus 的性价比：K3 在逆向任务上表现相近，但费用更低，让人思考为何还要为 Opus 付费。
@IntuitMachine · 62.3K 粉丝 · 50.7K 阅 · 552 赞 · 47 转
What the shift in AI agent architecture is really about Peter Steinberger just posted nine words that gathered thousands of likes: https://x.com/steipete/status/2078277297791189132 "Are we still talking loops or did we
中文介绍 探讨 AI 代理架构从循环工程向图工程的转变，引用 Peter Steinberger 的九个字帖子，引发关于架构演进的广泛讨论。
@enginoid · 1.1K 粉丝 · 49.9K 阅 · 522 赞 · 37 转
Linear is probably my best-value subscription at the moment. I pay the sole user fee of $12/mo and the company agents have eaten through ~400 issues in the past month. I use Linear to organize my
中文介绍 分享利用 Linear（月费 $12）管理多个代理的经验：一个月处理约 400 个 issue，倡导构建软件工厂式的工作流。
@therealDeFlock · 82.7K 粉丝 · 12.2K 阅 · 500 赞 · 120 转
"Axxon One supports automatic tracking of people as they move between cameras". "automatic tracking of people"... Ideal for logistics, warehousing, and Safe City projects, this AI detector
中文介绍 介绍 Axxon One：一款支持跨摄像头自动跟踪人员的人工智能探测器，适用于物流、仓储和智慧城市项目。
This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Over the weekend, several current and former advisors to President Donald Trump on AI publicly lobbed insults at the country’s leading AI companies. David Sacks,
中文介绍 中国AI模型引发特朗普AI团队内部争论，多名现任及前任AI顾问公开抨击中国领先AI公司。
中文介绍 NVIDIA发布Cosmos 3 Edge模型，具体细节尚未披露。
OpenAI shares lessons from deploying long-running AI models, highlighting new safety risks, observed failures, and improved safeguards through iterative deployment.
中文介绍 OpenAI分享长周期AI模型部署经验，指出新的安全风险、已观察到的失败案例，并通过迭代部署改进防护措施。
The next time you apply for a job, AI may screen your résumé before any human sees it. But there’s good reason to question whether AI will judge you fairly. Researchers already know that LLMs pick up human biases from their training data. New research suggests that LLMs can also develop their own bi
中文介绍 新研究显示，AI在招聘中比人类更容易形成偏见。LLMs会从训练数据中习得并放大人类偏见。
中文介绍 本期AI简报涵盖Qwen 3.8、Kimi Code CLI及Netflix的LLM技术栈。
a quiet day
中文介绍 AI新闻简报显示当日较为平静，无重大事件。
Sarah Friar, CFO of OpenAI, introduces a practical AI scorecard to measure ROI through useful work, cost per successful task, dependability, and return on compute.
中文介绍 OpenAI首席财务官Sarah Friar提出AI记分卡，通过有用工作、任务成功成本、可靠性及计算回报率衡量AI投资回报。
Every morning, airline dispatchers, grid operators, and farmers around the world make decisions based on the same thing: a weather forecast. While these forecasts are something that most people glance at for two seconds, weather predictions influence major strategic decisions in many industries, wit
中文介绍 气象数据破坏风险上升。全球航空公司、电网运营商和农民依赖天气预报做重大决策，数据安全受关注。
**Moonshot's Kimi K3 release** has sparked a reassessment of **Chinese open-weight models**' proximity to the frontier, with strong performance in coding, agentic tasks, and long-horizon knowledge work. The strategic focus has shifted from a "compute moat" to an "efficiency stack" involving **MoE ro
中文介绍 Moonshot发布Kimi K3，引发对中文开源模型前沿水平的重新评估。该模型在编码、智能体任务和长周期知识工作方面表现强劲，战略重心从“算力护城河”转向“效率栈”。
a great week for open models continues.
中文介绍 Kimi K3（2.8万亿参数，激活500亿）成为迄今最大开源模型，性能达Opus 4.8级别，定价与Sonnet 5相当。
中文介绍 TLDR AI简报：Kimi K3发布、Gemini 3.5推迟、ARC-AGI 3被攻克。
Learn how OpenAI is making ChatGPT safer for teens with age-appropriate protections, learning tools, parental controls, and expert partnerships.
中文介绍 OpenAI分享为青少年提供安全AI的策略，包括适龄保护措施、学习工具、家长控制及专家合作。
Lila is betting that science, not the internet, is the last untapped source of training data. We went to find out what that actually looks like in a room full of robots.
中文介绍 Lila Sciences认为科学数据是最后的训练数据来源。实验室未来应像数据中心，充满机器人，利用科学实验产生AI训练数据。
中文介绍 Dharma AI博客探讨新模型如何保持同样的优势，具体内容尚未详述。
Google DeepMind and Isomorphic Labs are sharing our joint approach to bioresilience and AI models.
中文介绍 Google DeepMind与Isomorphic Labs联合发布生物韧性（bioresilience）的方法及AI模型应用。
截至当前数据，美股市场整体呈现分化格局：标普500 ETF（SPY）RSI 47.5、MACD死叉，纳指100 ETF（QQQ）RSI 42.3、MACD负值，均处于弱势区域；但苹果（AAPL）多头排列且MACD金叉，微软（MSFT）短线反弹，显示出大盘股内部差异。加密货币市场受恐慌情绪主导——恐慌贪婪指数仅25（极度恐慌），总市值2.31T USD，24h微涨0.82%，BTC主导率56.5%、ETH占9.9%，BTC RSI 56.5、MACD金叉但价格仍低于200日均线，ETH RSI 62.1略强，技术面中性偏稳。中概股近期强势反弹，阿里巴巴（BABA）4.67%单日涨幅、RSI 64.1，京东（JD）RSI 70.3进入超买区，腾讯（0700.HK）MACD金叉。商品与外汇方面，黄金期货（GC=F）RSI 40.1、空头排列偏弱，美元/人民币（USDCNY=X）RSI 34.8接近52周低，延续下行趋势，而10Y美债收益率（^TNX）多头排列、接近52周高，美元指数（DX-Y.NYB）同样偏强，反映利率预期上的分歧。
当前价格$326.59高于SMA20($306.95)、SMA50($303.43)和SMA200($274.58)，呈多头排列；MACD值为8.88，信号线6.16，MACD柱状线为正且金叉延续；RSI 63.9处于正常偏高区间，未超买；近5日涨幅2.92%，接近52周高（-2.51%），短期动能偏强。
当前价格$369.57低于所有主要均线（SMA20 396.31、SMA50 409.22、SMA200 416.67），呈现空头排列；MACD -5.50低于信号线-2.68，死叉且绿柱放大；RSI 39.2接近超卖区域；近1日跌2.96%，近5日跌6.38%，弱势延续。
RSI 70.3已进入超买状态，暗示短期回调风险增加；价格$30.60虽高于SMA20($27.33)和SMA50($28.91)，但仍低于SMA200($29.59)，中期趋势未转多；MACD值0.43高于信号-0.08，但信号线尚未转正，需警惕超买后的获利回吐。
当前收益率4.6%高于SMA20(4.5%)、SMA50(4.5%)和SMA200(4.25%)，多头排列明确；MACD值0.031高于信号0.023，金叉持续；RSI 59.6处于正常偏强区域；近1日涨1.26%，接近52周高（-1.9%），上行趋势稳健。
价格$65,132位于SMA20(63,465)和SMA50(63,187)之上但低于SMA200(72,926)，中期多空交织；MACD值329.85远高于信号4.34，金叉动量大，但RSI 56.5处于中性区间；近1日涨0.68%、近5日涨0.65%，振幅收窄，等待方向选择。
VIX 恐慌指数
10Y 美债收益率 (%)
美元指数 DXY
S&P 500 ETF
Nasdaq 100 ETF
Apple
Microsoft
Nvidia
Alphabet
Tesla
Meta
Bitcoin
Ethereum
Solana
阿里巴巴 (BABA)
拼多多 (PDD)
京东 (JD)
腾讯控股 (0700.HK)
黄金期货
WTI 原油期货
美元 / 人民币
过去走势不代表未来表现，本报告仅基于公开行情数据进行技术指标解读，不构成任何投资建议。读者应结合自身风险承受能力独立判断，注意市场波动与流动性风险。仅供技术指标解读参考。
The duties mark a major escalation in trade tensions between the North American neighbours.
中文摘要 特朗普宣布对加拿大进口商品加征50%关税，标志着北美邻国之间贸易紧张局势的重大升级。
Airline says communication ‘could have been better’ after about 250 passengers waited hours for flight to Denpasar to leave. Follow today’s news live Get our breaking news email, free app or daily news podcast Alpine ski resorts in New South Wales and Victoria saw climate records shattered at the we
中文摘要 澳航就悉尼停机坪上长达四小时的延误致歉，约250名乘客等待前往登巴萨的航班。巴纳比·乔伊斯在7.30采访中抨击一只狗。新南威尔士州和维多利亚州的高山滑雪胜地出现气候记录。
Young people angry about frequent leaks of college entrance tests present one of the biggest challenges in years to Prime Minister Narendra Modi.
中文摘要 印度CJP党在考试泄题后领导抗议游行前往议会。年轻人对大学入学考试频繁泄题感到愤怒，对总理莫迪构成近年来最大挑战之一。
US Central Command says latest attack aimed at degrading Iranian military capabilities after president threatens country over deaths of US troops US launches 10th round of strikes as Iran says it is in ‘full-scale war’ The price of oil jumped in early Asian trade on Monday after the US carried out i
中文摘要 美军对伊朗发动进一步打击，美国中央司令部称旨在削弱伊朗军事能力。此前特朗普威胁说伊朗将为美军士兵死亡“付出代价”。油价在亚洲早盘上涨。
Police say a possible political motive is under investigation in the killing of the Reform UK figure.
中文摘要 一名嫌疑人因涉嫌杀害英国改革党人物安·威德科姆而被指控。警方正在调查可能的政治动机。
中文摘要 最新消息：伊朗战争最新进展。
Britain has a new Prime Minister: Andy Burnham. The former Mayor of Manchester must now unite a divided nation.
中文摘要 英国新首相安迪·伯纳姆上任，前曼彻斯特市长现需团结一个分裂的国家。
New report denounces Havana and claims ‘campaign of subversion’ has infiltrated highest levels of US government As part of the Trump administration’s continuing attack on left-leaning groups, the US state department has listed several activists and organizations as “front groups and fellow travelers
中文摘要 美国国务院发布报告谴责哈瓦那，指责“颠覆活动”渗透美国政府高层，并将多名活动人士和组织列为“前沿团体和同路人”。
Chaos outside India's parliament as protesters tried to storm it; satirical Cockroach Janta Party gains traction.
中文摘要 印度议会外发生混乱，抗议者试图冲击议会；讽刺性的“蟑螂人民党”获得关注。
Turmoil likely as Trump officials say Canada unfairly discriminated against US autos, alcohol and dairy products Donald Trump is imposing 50% tariffs on most Canadian goods in response to the country retaliating against previous US tariffs, the White House announced Monday, declaring Canada has unfa
中文摘要 白宫宣布特朗普将对大多数加拿大商品征收50%关税，以回应加拿大对美国先前关税的报复。特朗普称加拿大在汽车、酒精和乳制品方面不公平歧视美国。
30 days into the US-Iran MoU the worst fighting in months has erupted threatening to unravel the ceasefire.
中文摘要 美伊谅解备忘录签署30天后，最严重的战斗爆发，可能破坏停火。
A video showing the final moments of Moroccan-born Abderrahim Fakir as he was detained by police has sparked protests.
New York’s mayor, Zohran Mamdani, told The New York Times, he was looking into whether he could arrest Prime Minister Benjamin Netanyahu when he comes to New York for the U.N. General Assembly.
中文摘要 特朗普称内塔尼亚胡不会被美国逮捕。纽约市长马姆达尼表示正在研究是否能在内塔尼亚胡出席联合国大会时将其逮捕。
A 28-year-old man has been charged in connection with the death of Ann Widdecombe, a right-wing figure whose body was found in her home this month.
中文摘要 英国检察官对28岁男子提起谋杀指控，涉安·威德科姆死亡案。威德科姆是一名右翼人物，其尸体本月在家中被发现。
In a new book published on Tuesday, Leo said that a race to nuclear de-escalation has been “obscured by a race to armament that today frightens and terrifies.”
中文摘要 教皇利奥在新书中呼吁核裁军，称核降级竞赛已被“今天令人恐惧和恐怖的军备竞赛所掩盖”。
The duties mark a major escalation in trade tensions between the North American neighbours.
中文摘要 美国前总统特朗普对加拿大进口商品加征50%关税，标志着北美邻国间贸易紧张局势大幅升级。
Australia’s stock market has emerged as an unlikely haven from the artificial intelligence-driven volatility that has roiled Asian equities in recent months.
中文摘要 澳大利亚股市成为躲避人工智能相关波动的意外避风港，近期亚洲股市因AI交易剧烈震荡。
Gold was steady as traders monitored a raft of developments in the Middle East conflict for clues on the energy price impact on inflation.
中文摘要 黄金价格持稳，交易者关注中东冲突进展，寻找能源价格对通胀影响的线索。
Firms have to balance hi-tech and age-old skills when training up young workers.
中文摘要 企业在培训年轻员工时需平衡高科技与古老手工技能，学徒们同时掌握键盘与工艺。
Buying on social media live streams is fast becoming regular consumer behaviour for many.
中文摘要 社交媒体直播购物正快速成为日常消费行为，有卖家在TikTok上单日销售额达10万英镑。
New Zealand’s annual inflation accelerated to the fastest pace in more than two years, fanned by soaring fuel prices and bolstering the case for the Reserve Bank to execute back-to-back interest-rate increases.
中文摘要 新西兰年通胀率加速至4.1%，创两年多来最快增速；燃料价格飙升是推手，增强央行连续加息的必要性。
Analysts are maintaining bullish views on Kioxia Holdings Inc. despite a deepening share price correction, saying the stock is likely to resume its upward trajectory once supply-demand conditions improve.
中文摘要 分析师仍看涨铠侠控股，尽管股价回调加深，目标价较市价高130%，认为供需改善后股价将恢复上行。
The bankrupt $1.2 billion Oceanwide Plaza project in Los Angeles, dubbed the Graffiti Towers after taggers spray-painted the abandoned complex, has been cleared for sale and possible completion more than seven years after the original Chinese developer ran out of money.
中文摘要 洛杉矶12亿美元“涂鸦塔”（原泛海广场项目）获准退出破产，可出售或完工。该项目因中国开发商资金断裂废弃逾七年，外墙被涂鸦。
Oil steadied after a two-day gain as the US and Iran continued hostilities in the Middle East, while Yemen’s Houthi militants threatened to blockade Saudi Arabia’s maritime traffic in the Red Sea.
中文摘要 油价在连续两日上涨后企稳，美国与伊朗在中东持续敌对，也门胡塞武装威胁封锁沙特红海航线。
Oil held near its highest close since mid-June, weighing on stocks and Treasuries, as an escalation in Middle East hostilities rekindled worries about inflation.
中文摘要 油价维持在6月中旬以来最高收盘价附近，中东敌对升级重燃通胀担忧，拖累股市和国债。
The BBC hears from people about the risks and rewards of investing in technology shares.
中文摘要 多位20多岁年轻人向BBC分享他们大举投资科技股的经历，谈及其中的风险与回报。
Every tricky decision and trade off is being watched by the country and the markets at the same time
中文摘要 伯纳姆提出宏大构想，但其每个艰难决策和权衡都受到全国和市场的密切关注。
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