Shell · ★ 123,349 · 🍴 20,073 · 📈 2,114 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 一套完整的AI代理系统，集合了从前端开发到社交媒体运营等各类专业代理。每个代理都具备独特个性和工作流程，适用于需要多角色AI协作的自动化场景。
Python · ★ 29,675 · 🍴 3,221 · 📈 1,211 stars today
Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
中文介绍 开源AI渗透测试工具，帮助发现和修复应用漏洞。利用大模型能力自动执行安全评估，适用于安全工程师和开发者在CI/CD中集成自动化安全检测。
Python · ★ 16,509 · 🍴 2,804 · 📈 694 stars today
"Vibe-Trading: Your Personal Trading Agent"
中文介绍 个人交易代理，利用AI辅助投资决策。结合市场情绪分析，为散户和量化交易者提供个性化的交易建议与执行能力。
HTML · ★ 8,391 · 🍴 950 · 📈 2,470 stars today
A comprehensive dataset of 433 fitness exercises. Each entry includes name, category, target muscle group, equipment, instructions, thumbnail image, and animation video.
中文介绍 包含433个健身动作的全面数据集，每个条目包含名称、分类、目标肌群、器材、指导、缩略图和动画视频。适用于健身App开发、AI动作识别训练等场景。
TypeScript · ★ 2,617 · 🍴 133 · 📈 708 stars today
An open source design system that's fully customizable and agent ready
中文介绍 Facebook开源的可定制设计系统，专为AI代理就绪而构建。提供统一的组件库和样式规范，帮助开发者快速构建一致且可扩展的UI界面。
TypeScript · ★ 9,501 · 🍴 1,464 · 📈 1,010 stars today
Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA.
中文介绍 免费AI网关，一个端点连接231+提供商（50+免费），支持Claude Code、Codex、Cursor等工具对接免费Claude/GPT/Gemini。采用RTK+Caveman压缩节省15-95%流量，适合开发者降低API成本。
Python · ★ 18,262 · 🍴 1,503 · 📈 334 stars today
Toolkit for linearizing PDFs for LLM datasets/training
中文介绍 用于将PDF线性化为LLM数据集/训练格式的工具包。解决PDF文档在AI训练中难以直接利用的问题，适用于研究人员和工程师构建高质量文本数据集。
TypeScript · ★ 13,254 · 🍴 903 · 📈 113 stars today
🧑🚀 Authentication and authorization infrastructure for SaaS and AI apps, built on OIDC and OAuth 2.1 with multi-tenancy, SSO, and RBAC.
中文介绍 面向SaaS和AI应用的身份认证与授权基础设施，基于OIDC和OAuth 2.1，支持多租户、单点登录（SSO）和基于角色的访问控制（RBAC）。简化开发者集成认证流程。
Rust · ★ 574 · 🍴 35 · 📈 42 stars today
Japanese Input Method System for Linux, macOS, Neural Kana-Kanji Conversion Engine
中文介绍 适用于Linux和macOS的日语输入法系统，基于神经网络的假名-汉字转换引擎。提供高精度的文字转换，适合日语用户和输入法开发者。
Python · ★ 6,241 · 🍴 2,065 · 📈 184 stars today
Common User Passwords Profiler (CUPP)
中文介绍 常用用户密码分析器（CUPP），通过个人信息生成可能的密码字典。用于安全审计和渗透测试中的密码猜测，帮助评估密码强度。
Python · ★ 1,563 · 🍴 217 · 📈 132 stars today
基于 AI Agent + MCP 工具链 + 渗透 Skill 编排， 配合大语言模型， 自然语言输入 → 自动完成「信息收集 → 漏洞发现 → 漏洞利用 → 报告生成」全流程。
中文介绍 基于AI Agent + MCP工具链 + 渗透技能编排的自动化漏洞检测系统。输入自然语言描述，自动完成信息收集、漏洞发现、利用和报告生成全流程。适用于安全研究人员和渗透测试工程师。
Jupyter Notebook · ★ 50,416 · 🍴 10,252 · 📈 1,096 stars today
12 Weeks, 24 Lessons, AI for All!
中文介绍 微软推出的12周24课时的AI入门课程，覆盖机器学习、深度学习、NLP等核心主题。适合零基础学习者通过实践项目掌握AI基础概念和工具。
TypeScript · ★ 18,016 · 🍴 1,223 · 📈 150 stars today
Desktop app to manage markdown knowledge bases
中文介绍 桌面端Markdown知识库管理应用，提供本地化笔记组织和检索功能。适合个人知识管理、技术文档编写等场景，支持纯文本存储与双向链接。
Rust · ★ 9,585 · 🍴 565 · 📈 609 stars today
agent multiplexer that lives in your terminal.
中文介绍 终端里的AI代理多路复用器，可在同一个终端窗口内同时管理多个AI代理。适合开发者在命令行中并行调度不同模型或工具，提升工作效率。
Shell · ★ 2,611 · 🍴 243 · 📈 161 stars today
18 AI personas deliberate your hardest decisions across multiple LLM providers. Aristotle, Feynman, Kahneman, Torvalds & more — structured multi-round deliberation with genuine model diversity. One command: /council
中文介绍 集成了18个AI人格（如亚里士多德、费曼、卡尼曼、托瓦兹）的决策委员会，跨多个LLM提供商进行结构化多轮辩论。帮助用户在复杂决策中获得多视角建议。
Swift · ★ 5,473 · 🍴 331 · 📈 572 stars today
Fastest and only macOS Dictation app with on-device STT and custom trained AI enhancement model - Local Wispr Flow alternative. One ⭐ takes us a long way :)) Windows, iOS and Linux coming soon.
中文介绍 macOS端最快的本地语音转文字应用，使用设备端STT和自训练AI增强模型，可作为Wispr Flow的本地替代方案。支持离线使用，保护隐私，适用于笔记和会议记录。
TypeScript · ★ 2,003 · 🍴 167 · 📈 508 stars today
Instatic is a modern self-hosted visual CMS - get it running in 1 minute
中文介绍 现代化的自托管可视化内容管理系统（CMS），一分钟内即可启动。无需复杂配置，适合个人博客、小团队网站等场景，提供直观的界面管理静态内容。
Rust · ★ 6,783 · 🍴 569 · 📈 79 stars today
Instant, Concurrent, Secure & Lightweight Sandbox for AI Agents.
中文介绍 腾讯云开源的轻量级沙箱，专为AI代理设计，支持即时、并发、安全、轻量的代码执行环境。可用于隔离AI生成的代码或运行未知脚本，保障系统安全。
Python · ★ 13,205 · 🍴 1,655 · 📈 693 stars today
Edit videos with coding agents
中文介绍 使用编程代理编辑视频的工具，允许开发者通过代码自动化视频处理流程。适用于批量剪辑、AI生成内容后期等场景，提升视频创作效率。
TypeScript · ★ 22,526 · 🍴 3,401 · 📈 116 stars today
Let's use AI to Earn!
中文介绍 利用AI能力实现变现的项目集合或框架，提供工具和指南帮助用户通过AI技术（如内容生成、自动化服务）获取收入。适合自由职业者和创业者探索AI商业化。
👍 86
Program verifiers play a central role in training coding agents, including selecting trajectories for supervised fine-tuning (SFT) and providing rewards for reinforcement learning (RL). Standard execution-based verification requires running unit tests inside per-repository environments such as Docke
中文介绍 提出Dockerless，一种无需运行环境的程序验证器，用于训练编码代理（SFT/RL）。通过环境无关的验证机制替代标准执行验证，消除对Docker等环境的依赖，降低训练成本并提升可扩展性。
👍 75
On-policy distillation (OPD) offers superior capacity transfer by supervising student-sampled trajectories with dense token-level signals. To furnish high-quality supervision sources and thereby elevate the performance frontier of distillation, an intuitive direction is to infuse privileged informat
中文介绍 DOPD双在线策略蒸馏通过监督学生采样轨迹的密集token级信号，并结合特权信息作为高质量监督源，提升了蒸馏的能力传输上限，实现更优性能。
👍 67
Speculative decoding accelerates inference by using a lightweight draft model to generate candidate tokens in parallel, and are then verified by the target model, enabling lossless acceleration. Recently, diffusion-based speculative decoding further improves parallelism by generating multiple tokens
中文介绍 BlockPilot针对扩散式推测解码提出实例自适应策略学习，通过轻量草稿模型并行生成候选token并由目标模型验证，实现无损加速，改进了传统扩散推测解码的并行效率。
👍 41
Embodied Vision-Language-Action (VLA) models are typically obtained by fine-tuning powerful pretrained VLMs on robotics data, yet it is unclear how much commonsense and factual knowledge they retain after adaptation. Failures on knowledge-sensitive tasks are ambiguous, conflating missing knowledge w
中文介绍 研究VLA模型在机器人数据微调后对常识和世界知识的保留程度。发现知识敏感任务失败可能混淆缺失知识与推理错误，通过设计评估框架揭示了微调导致的知识遗忘问题。
👍 23
Would experience designing faster GPU kernels also help close in on a long-standing open mathematical conjecture? Large Language Models (LLMs) integrated into evolutionary search have recently produced state-of-the-art solutions on optimization tasks, including open mathematical conjectures, GPU ker
中文介绍 进化微调将LLM集成到进化搜索中，在371个优化任务（包括数学猜想、GPU内核设计）上学习发现策略。模型通过进化过程自动调整搜索参数，实现跨任务泛化，显著提升优化效率。
👍 22
Block Diffusion Language Models (BD-LMs) improve diffusion-based text generation with KV caching and flexible-length generation. A natural next step is to extend them from Single-Block Diffusion (SingleBD) to Multi-Block Diffusion (MultiBD), where a running-set of consecutive blocks is decoded concu
中文介绍 MultiBD将扩散语言模型从单块扩展到多块，通过并发解码连续块并利用KV缓存，提升了生成速度和灵活性，改善了文本生成质量。
👍 21
Agent skills extend language-model agents with task-specific procedures, scripts, and references, but the tasks and environments they target continually change. Existing methods improve skills in bounded runs and retain only the final artifact, discarding the decision history that later agents need
中文介绍 SkillHone为智能体技能持续演进提供框架，通过保留持久决策历史而非仅最终产物，使后续智能体能利用历史决策信息，在变化的环境中自适应更新技能。
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Modern large-scale LLM pretraining benefits from utilizing Pipeline Parallelism; however, synchronous implementations leave GPUs idle during pipeline bubbles, wasting computational resources. Asynchronous Pipeline Parallelism eliminates these bubbles, maximizing throughput at the cost of gradient st
中文介绍 异步流水线并行消除气泡提高吞吐量，但引入梯度延迟。本文证明一步梯度延迟不构成障碍，并提出方法实现大规模LLM预训练中几乎零开销的异步流水线并行。
👍 18
Video World Models are interactive video generation models that predict future world states based on user actions and history video frames. A critical challenge in video world models is the lack of memory, causing inconsistent generated scenes over extended durations. Previous methods explored rule-
中文介绍 MemLearner为视频世界模型引入可学习的上下文记忆查询机制，通过从历史帧中检索相关记忆，解决长时生成场景不一致问题，无需手工规则，提升生成连贯性。
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Procedural memory is increasingly used to improve LLM agents on recurring workplace tasks, yet its ability to produce reusable skills remains poorly understood. We introduce AFTER, a benchmark of 382 realistic enterprise tasks spanning six professional roles and 22 procedural skills, designed to eva
中文介绍 提出AFTER基准，包含382个企业任务和22个程序技能，评估LLM代理在重复工作场景中程序记忆的控制、适应和重用能力。揭示了现有方法在可复用技能方面的不足。
👍 16
Text-rich image generation is one of the most challenging settings in image generation, since models must simultaneously produce visually realistic images and render legible, semantically aligned, and layout-consistent text. Existing data pipelines usually follow a static crawl-filter-freeze paradig
中文介绍 DataEvolver采用多智能体自进化管道，动态构建包含文本的图像数据，解决了静态数据范式中文本与视觉对齐不足的问题，有效提升文本丰富图像生成质量。
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Metacognition is a critical component of intelligence that describes the ability to monitor and regulate one's own cognitive processes. Yet LLMs exhibit systemic deficiencies in key metacognitive faculties: they hallucinate with high confidence, fail to recognize knowledge boundaries, and misreprese
中文介绍 通过强化学习引入元认知反馈，训练LLM表达忠实的不确定性。模型学会识别知识边界并适当表达不确定性，减少高置信度幻觉，提升知识表达可靠性。
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Most coding-agent benchmarks are static: an agent receives a complete task description up front and is judged only by its final code. Real coding assistance is interactive, with users clarifying goals, adding constraints, and correcting mistakes over multiple turns. We introduce SWE-Together, a mult
中文介绍 SWE-Together是多轮交互基准，模拟用户与编码代理的交互会话（澄清目标、添加约束、纠正错误），评估代理在动态交互中的表现，弥补静态基准的不足。
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Diversity in LLM mathematical reasoning is critical for exploration, but common diversity metrics mostly capture surface-level variation rather than differences in how a problem is solved. We address this gap by introducing approach-level diversity: variation in strategies across correct solutions t
中文介绍 区分表面多样性和策略级多样性，前者仅反映措辞变化，后者衡量解题策略差异。在数学推理任务上发现表面多样性高但策略多样性低，需要更好的多样性评估方法。
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While large language models have been dominating the research landscape recently, small language models remain highly relevant across various domains; yet, they receive far less attention. In this study, we investigate how smaller language models perform during the generation stage within a Retrieva
中文介绍 探索小型语言模型在检索增强生成（RAG）场景下的生成能力。研究发现紧凑模型通过有效的检索和推理仍能取得不俗性能，证明小模型在资源受限场景的价值。
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LLM agents increasingly act over long horizons, where a single trajectory can contain hundreds or thousands of actions. In these settings, outcome-only rewards provide too sparse guidance, failing to inform the model about the goodness of intermediate actions. Dense supervision methods aim to solve
中文介绍 QVal提供低成本方法评估长时LLM代理的密集奖励信号，通过价值函数近似，从稀疏的外在奖励中生成逐步骤监督，缓解长序列中奖励稀疏问题。
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Autoregressive Transformers dominate high-quality mesh generation by producing artist-worthy topologies, yet their inherent sequential decoding induces substantial computational overhead, falling orders of magnitude slower than parallel generative models. On the other hand, while continuous diffusio
中文介绍 PolyFlow通过连续拓扑嵌入流匹配，结合自回归生成的高质量拓扑和扩散模型的并行速度，实现艺术家风格网格生成，速度比自回归方法快数个数量级。
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Graphical user interface (GUI) agents build on vision-language models to complete user tasks end-to-end in real applications through interface actions such as tapping, swiping, text entry, and navigation. However, existing GUI agents are trained and evaluated largely on offline trajectories, simulat
中文介绍 小米GUI-0是基于视觉语言模型的GUI代理，通过界面动作（点击、滑动、输入等）完成真实应用任务。提出在离线轨迹之外，结合在线交互训练方法，提升代理在动态环境中的鲁棒性。
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Agentic reinforcement learning requires assigning credit to environment-facing actions such as searches, clicks, edits, navigation commands, and object interactions. Standard GRPO uses the final verifier outcome as a uniform advantage over all action tokens. This outcome signal is useful but structu
中文介绍 TRIAGE为智能体强化学习提供角色类型的信用分配，区分环境操作动作（搜索、点击等）与其他动作。通过结构化的信用分配改善了对动作奖励的归因，提升了复杂任务训练效率。
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Modeling the bidirectional correspondence between external sensory stimuli and internal neural activity has emerged as a critical frontier in neuroscience. However, existing approaches predominantly treat brain encoding and decoding as isolated tasks, relying heavily on unimodal alignment and extern
中文介绍 BrainJanus统一处理脑编码和解码，通过双向映射实现跨模态理解与生成。模型无需依赖外部对齐，在大脑活动与视觉/语言数据之间实现双向转换。
@rickyho_1989 · 9.7K 粉丝 · 296.6K 阅 · 508 赞 · 69 转
Part I: The Economics of Intelligence Why the AI industry is about to optimize for intelligence per dollar rather than intelligence itself I have become increasingly convinced that the artificial
中文介绍 探讨AI经济下一章：行业将从追求绝对智能转向优化「每美元智能」，这是长期思考的第一部分，预示AI产业核心指标的重定义。
@OracleLimited · 37.6K 粉丝 · 202.9K 阅 · 2.8K 赞 · 562 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 官方AI代理Oracle开始交易Polymarket，2026年自主AI代理已占预测市场活动30%以上，成为最高效策略之一，标志代理经济在金融领域的落地。
@OracleAiTrading · 34.1K 粉丝 · 176.1K 阅 · 2.7K 赞 · 567 转
In 2026, autonomous AI agents have become one of the most effective strategies on prediction markets. Over 30% of all activity on Polymarket now comes from algorithmic and AI-powered wallets. We
中文介绍 官方AI代理Oracle在Polymarket上交易，2026年自主AI代理已占预测市场30%以上活动，是最高效策略，展示AI在金融预测中的主流化趋势。
@cyrilXBT · 187.0K 粉丝 · 171.8K 阅 · 505 赞 · 91 转
There is a sentence sitting on almost every AI engineering job posting that stops people before they even apply. Bachelor's degree in Computer Science required. Most people read that line, close the
中文介绍 揭露AI工程职位普遍要求CS学士学位这一隐形门槛，分享非科班人士在2026年成为AI工程师的实操路径，打破学历限制的入门指南。
@ErikVoorhees · 908.5K 粉丝 · 124.8K 阅 · 529 赞 · 103 转
“If others possess your thoughts and constrain your words, then you exist at their permission, and you are not free.” —Anonymous Venice launched just over two years ago to create a private and
中文介绍 Venice完成A轮融资，继续打造隐私优先、不受限制的AI平台，引述「若他人控制你的思想与言辞，你便不自由」强化其核心理念。
@bayeslord · 41.6K 粉丝 · 86.2K 阅 · 511 赞 · 43 转
This list is based on a thread I posted on June 4th. A few edits and additions here and there. Several people asked me to make the thread easier to read, so here it is. Intelligence I think people are
中文介绍 整理46条关于近期未来的思考，涵盖智能、AI等前沿话题，基于先前thread编辑补充，提供易于阅读的浓缩观点集。
@jacob_posel · 28.7K 粉丝 · 54.5K 阅 · 501 赞 · 30 转
I have been directly or indirectly involved in helping set up over 200 company brains and context layers. Here are the three most important lessons. 1. The Biggest Predictor Of Success Is An Internal
中文介绍 参与搭建超200个企业知识库后提炼三大教训：内部采纳度是成功最大预测指标，底层架构比工具更重要，以及语境层设计的关键细节。
@base · 1.4M 粉丝 · 51.0K 阅 · 501 赞 · 112 转
Written by: @Must_be_Ash You've heard the slogans: "the agentic economy is here" and "agents are becoming the internet's newest paying customers." They sound big, but they skip the obvious question:
中文介绍 解构「代理经济」口号，追问AI代理究竟在为什么付费——分析代理作为互联网新付费客户的真实需求，揭示背后具体的商业场景。
@unicity_labs · 126.3K 粉丝 · 5.2K 阅 · 531 赞 · 200 转
Unicity is building The Secure Compute Platform for Autonomous AI. Identity, execution, governance, and payments - rebuilt for machines, with no human in the loop. The internet is being rebuilt for
中文介绍 Unicity构建面向自主AI的安全计算平台，将身份、执行、治理和支付完全重构为机器服务，实现无人工介入的机器经济基础设施。
Introspection co-founder Roland Gavrilescu explains autoresearch, agent “recipes,” self-improving loops, and why humans remain central to the software factory.
中文介绍 Introspection联合创始人Roland Gavrilescu阐述autoresearch、智能体「配方」和自我改进循环，强调人类在软件工厂中的核心地位。
Cursor's Pauline Brunet explains how her team of Forward Deployed Engineers help organizations implement agents — essentially setting up software factories.
中文介绍 Cursor的Pauline Brunet介绍其前部署工程师团队如何帮助企业部署智能体，本质上是建立软件工厂。
Why the Llama lead left Meta for drug discovery, PEARL's zero-shot OpenBind win, and what becomes possible when co-folding finally crosses the accuracy threshold.
中文介绍 Llama负责人离开Meta投身药物发现，PEARL在OpenBind零样本竞赛中获胜，共折叠技术突破精度阈值带来的新可能。
Let’s start with a game. Open up your chatbot of choice—Claude, ChatGPT, Gemini—and type “Give me a random number between 1 and 10.” You’re going to get 7. Almost always. Now type “Another” and you’ll get 3 or 4. Type “Another” again and you’ll get 8 or 9. That won’t work every time—but if it…
中文介绍 研究发现大语言模型存在思维同质化问题，如随机数生成总选7。一家初创公司正试图打破这一模式。
Warp's founder thinks every major software project will soon run on an automated factory. He discusses why and how engineers should prepare for this shift.
中文介绍 Warp创始人Zach Lloyd认为每个大型软件项目很快将运行在自动化工厂上，并讨论工程师如何应对这一转变。
On Tuesday at the AI Engineer World's Fair, there was a lot of talk about loops, agent engineering, and the emergence of software factories. Also a hot topic: open models.
中文介绍 在AI工程师世界博览会上，讨论聚焦于循环、智能体工程、软件工厂的兴起以及开放模型。
Everything is open again!
中文介绍 Claude Sonnet 5于今日发布，Fable 5将于明日发布，一切再次开放。
Sierra's Natalie Meurer on why product engineers and forward deployed engineers are starting to converge.
中文介绍 Sierra的Natalie Meurer探讨产品工程师与前部署工程师角色开始融合的趋势。
中文介绍 Hugging Face与Cerebras将Gemma 4引入实时语音AI领域。
中文介绍 Claude Sonnet 5发布、Fable获批、Nano Banana 2 Lite亮相。
After two packed AIEWF workshops, Ahmad Osman makes the case that local AI is catching up fast — from laptops and phones to enterprise-grade infrastructure.
中文介绍 Ahmad Osman在AIEWF工作坊后指出，本地AI正快速追赶，从笔记本、手机到企业级基础设施。
At an event for pharmaceutical executives, biotech founders, and researchers on Tuesday, Anthropic announced Claude Science, a major new product intended to support scientific research in the same way that Claude Code supports software engineering. Like Claude Code, Claude Science can autonomously c
中文介绍 Anthropic推出旗舰产品Claude Science，旨在像Claude Code支持软件工程一样支持科学研究。
中文介绍 ScarfBench是一个评估AI智能体在企业Java框架迁移中性能的基准测试。
中文介绍 Google DeepMind发布Nano Banana 2 Lite和Gemini Omni Flash，鼓励开发者开始使用。
中文介绍 Dharma AI探讨AI模型专业化为何不可避免。
当前市场技术面呈现显著分化。美股方面，SPY与QQQ仍维持多头排列，价格高于SMA50及SMA200，但RSI处于50-55中性区间，MACD红柱收敛，动量趋缓；而MSFT、NVDA等权重股已转空头排列，MSFT价格低于SMA20/50/200且MACD绿柱放大，显示调整压力。加密资产受恐慌情绪主导，恐慌贪婪指数仅19（极度恐慌），BTC与ETH均呈空头排列，价格远低于SMA50/SMA200，RSI在35-39区间，但两者均出现MACD金叉信号，短期或有技术性修复需求；SOL相对强势，RSI 58.6且价格站上SMA20。中概股整体偏弱，BABA RSI 25.4超卖且价格低于所有均线，PDD虽有MACD金叉但仍在空头排列中。商品外汇方面，黄金期货（GC=F）出现SMA50下穿SMA200的死叉，RSI 36.3，空头趋势明确；WTI原油（CL=F）RSI 27.8超卖，价格远低于均线；美元指数（DX-Y.NYB）多头排列，RSI 68.6接近超买区域。加密总市值2.16T，BTC主导率55.7%，ETH仅9%。
价格425.3高于SMA20（400.67）及SMA50（406.28），RSI 58.2处于中性偏强区间；MACD -0.9507上穿信号线-3.6991形成金叉，近5日涨幅13.25%，短期动量向上。
RSI 14仅25.4，处于超卖区；价格97.99远低于SMA20（108.98）、SMA50（123.69）及SMA200（147.39），空头排列明显；MACD -8.4625低于信号线-7.6859，绿柱持续，下行趋势未见反转信号。
价格745.76高于SMA20（741.55）和SMA50（736.61），多头排列维持；但RSI 54.2处于中性区，MACD 1.0773低于信号线1.6931，红柱收敛，上行动能减缓，方向不明。
RSI 27.8进入超卖区，价格67.89大幅低于SMA20（79.98）和SMA50（90.79），空头排列；MACD -6.659低于信号线-5.8851，绿柱扩张，下行压力显著，超卖后或有技术反弹但趋势偏空。
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的技术指标解读，不构成任何投资建议。任何交易决策需结合自身风险偏好与基本面分析独立判断。仅供技术指标解读参考。
President Volodymyr Zelensky of Ukraine had warned hours earlier that Russia was preparing another “massive strike” on Kyiv.
中文摘要 乌克兰总统泽连斯基此前警告俄罗斯正准备对基辅发动“大规模打击”，随后基辅发生爆炸。
Meanwhile, Tony Burke says group who attempted to enter by boat in north Queensland have been removed. Follow today’s news live Get our breaking news email, free app or daily news podcast ‘Eight weeks to shred documents’: Wells on social media law delay The main reason for Anika Wells’ media appeara
中文摘要 澳大利亚工党推动改变议会投票规则，独立议员警告民主面临“温水煮青蛙”风险；托尼·伯克称试图乘船进入北昆士兰的团体已被移除。
Taylor Swift and Travis Kelce are expected to celebrate their wedding with a party at New York's Madison Square Garden this weekend.
中文摘要 泰勒·斯威夫特与特拉维斯·凯尔西即将结婚，本周末预计在纽约麦迪逊广场花园举办婚礼派对。
Russian daredevils Vanya Beerkus and Angela Nikolau are seen as ambassadors for 'rooftopping', a climbing sport.
中文摘要 俄罗斯冒险者范亚·比尔库斯和安吉拉·尼古劳在帝国大厦进行大胆求婚特技后被逮捕，他们是“屋顶攀爬”运动的代表。
President Trump has sought to limit mail-in voting and has ordered his administration to impose limits on the practice.
中文摘要 美国法官支持全国有色人种协进会（NAACP），否决特朗普政府限制邮寄投票的提议。
Historians say Trump's $2.2bn income last year is unprecedented and blurs the line on conflicts of interest.
中文摘要 历史学家指出，特朗普去年22亿美元的收入在总统中前所未有，加剧了利益冲突担忧。
The young migrants heading to Europe say they were stripped and had their hands tied in freezing temperatures.
中文摘要 阿富汗移民指控土耳其警察用铁棍殴打、剥光衣服并绑手，导致他们在严寒中冻伤截肢。
Chizi, one of China’s biggest stand-up comedians, has found a new stage after falling afoul of China's censors.
中文摘要 中国著名单口喜剧演员池子（Chizi）因触犯审查制度被禁，如今转向海外华语观众表演。
The traditionalist Society of St. Pius X went ahead with the ceremony, even after the Vatican warned it would result in the bishops’ excommunication.
中文摘要 传统主义团体圣庇护十世司铎兄弟会无视梵蒂冈警告，自行祝圣4名主教，可能导致这些主教被逐出教会，面临与梵蒂冈决裂。
Carroll's lawyers have asked for an expedited resolution to the payment question after US Supreme Court declines appeal.
中文摘要 E·珍·卡罗尔要求特朗普支付2019年案件中的580万美元赔偿金；其律师在最高法院拒绝受理上诉后，请求加快解决支付问题。
Kleiber Moran, 2, was rescued on Wednesday, six days after last week's deadly earthquakes.
中文摘要 委内瑞拉2岁男孩克莱伯·莫兰在地震6天后从废墟中被救出，其阿姨告诉BBC要给他“母亲的温暖”。
As the death toll mounts, thousands of bodies have overwhelmed Venezuela’s forensic system, turning a seaport into a temporary morgue.
中文摘要 委内瑞拉地震死亡人数持续上升，数千具尸体压垮法医系统，一个海港被改为临时太平间。
The US and Israel have signed a deal allocating land for a permanent US embassy in West Jerusalem.
中文摘要 美国与以色列签署协议，以1美元象征性租金租赁土地，在西耶路撒冷建造永久大使馆。
Critics say the ruling invites corruption, benefitting wealthy donors and amplifying special interest sway in politics.
中文摘要 美国最高法院最新裁决赋予富裕捐赠者更大影响力，批评者称该裁决助长腐败，使特殊利益集团在政治中话语权增强。
Kyiv’s aim is simple: Put enough pressure on President Vladimir Putin that he agrees to end the war. Will it work?
中文摘要 乌克兰将战争引向俄罗斯境内，目标是向普京施压，迫使其同意结束战争；该策略能否奏效仍存疑问。
South Korean fashion powerhouse Musinsa is rolling out an aggressive physical store expansion in China and Japan, Co-CEO Nam Cho tells Bloomberg's Shery Anh in an exclusive interview. The firm is also looking at domestic and international exchanges for a highly-anticipated IPO. (Source: Bloomberg)
中文摘要 KKR支持的韩国时尚集团Musinsa正加速在中国和日本开设实体店。联席CEO Nam Cho透露，公司同时考虑在国内外交易所进行备受期待的IPO。
Kia told the BBC UK law prevented its location tracking function being used to live track vehicles.
中文摘要 专家表示不要指望追踪器能找回被盗车辆。起亚告诉BBC，英国法律禁止其位置追踪功能用于实时追踪车辆。
Daria and Dmitri Bukhman, who founded gaming app, to back award for translated fiction
中文摘要 Playrix游戏公司创始人Daria和Dmitri Bukhman将资助国际布克奖，该奖项表彰翻译小说。
Musinsa Co., the KKR & Co.-backed South Korean fashion retailer, is rolling out an aggressive physical store expansion in China and Japan as it seeks to challenge Uniqlo and build momentum ahead of a closely watched initial public offering.
中文摘要 KKR支持的韩国时尚零售商Musinsa在中国和日本积极扩张实体店，挑战优衣库，并为备受关注的IPO造势。
The yen sliding to a once-unthinkable 200 per dollar level is now a medium-term risk — albeit an extreme one — for some investors.
中文摘要 交易员为日元可能出现的货币危机设定最坏情景：日元跌至1美元兑200日元，尽管是极端情况，但已成为部分投资者的中期风险。
Guidance to be announced as soon as next week after government intervention in Anthropic and OpenAI rollouts
中文摘要 白宫加速制定AI模型标准，最早下周公布指引。此前政府对Anthropic和OpenAI的模型发布进行了干预。
Asian stocks fell after a selloff in US chipmakers reignited concerns that the artificial intelligence-driven rally has outpaced fundamentals.
中文摘要 美国芯片股抛售引发亚洲股市下跌，市场担心人工智能驱动涨势已脱离基本面。油价同步下滑。
Oil fell for a third day as flows through the Strait of Hormuz climbed and there were signs of progress in indirect talks between the US and Iran.
中文摘要 油价连续第三日下跌，霍尔木兹海峡原油流量上升，且美国与伊朗间接谈判出现进展迹象。
Australia’s bond market is drawing increasing interest from funding chiefs worldwide, pushing issuance to a record high, as a flood of Asian capital cap borrowing costs and compete for deals.
中文摘要 全球财务主管推动澳大利亚债券市场发行量创纪录，达到360亿美元。亚洲资金涌入压低借贷成本，竞争加剧。
Cboe Global Markets Inc. is seeking US regulatory approval to list all-or-nothing options tied to corporate earnings results, allowing traders to wager on figures ranging from SpaceX revenue and Nvidia data-center sales to JPMorgan Chase & Co.’s credit-loss provisions.
中文摘要 芝加哥期权交易所(Cboe)寻求美国监管批准，上市与公司业绩挂钩的全有或全无期权，交易者可押注SpaceX收入、英伟达数据中心销售、摩根大通信贷损失等指标。
Also in today’s newsletter: the Chinese carmakers designing AI chips, and new Fed chair vows ‘no changes’ to US central bank independence
中文摘要 巨额交易推动全球并购总额创下2.8万亿美元纪录。其他新闻：中国车企设计AI芯片；新任美联储主席承诺维持央行独立性。
Lenders to Tungsten Automation have signed a pact agreeing to work together on a potential debt restructuring following a steep slide in the software company’s debt prices, according to people familiar with the matter.
中文摘要 Tungsten Automation的债权人签署协议，同意合作进行潜在债务重组。此前这家软件公司债务价格大幅下跌，该公司由Clearlake和TA支持。
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