TypeScript · ★ 65,431 · 🍴 10,191 · 📈 1,295 stars today
Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface
中文介绍 实时全球情报仪表盘，AI驱动的新闻聚合、地缘政治监控和基础设施跟踪，提供统一态势感知界面。适用于需要全球动态监控的分析师与决策者。
Python · ★ 14,463 · 🍴 1,357 · 📈 4,624 stars today
《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码
中文介绍 《深入理解AI Agent：设计原理与工程实践》开源主仓库，包含全书正文、编译版PDF及各章配套代码。适合希望系统学习AI Agent理论与实践的开发者。
Python · ★ 24,543 · 🍴 2,350 · 📈 1,925 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谱，基于MCP和CLI构建持久化代码库映射，让AI编码工具只读取相关部分，在代码审查和大仓库中显著减少上下文开销。
★ 6,857 · 🍴 283 · 📈 1,866 stars today
A skill for your coding agent to stop it from burying the answer. ADHD-friendly output.
中文介绍 编码Agent的技能，防止它将答案埋藏在冗长输出中，生成对ADHD用户友好的简洁回答。
JavaScript · ★ 9,116 · 🍴 1,024 · 📈 291 stars today
A collection of agent skills for CAD, robotics and hardware design
中文介绍 面向CAD、机器人及硬件设计的Agent技能集合，通过文本指令生成和操作三维模型，加速设计与原型迭代。
Rust · ★ 10,317 · 🍴 1,135 · 📈 843 stars today
The most intelligent agent harness for code
中文介绍 一款号称最智能的代码代理工具（Agent harness），集成多种能力帮助开发者高效编写和管理代码。
TypeScript · ★ 6,223 · 🍴 451 · 📈 1,562 stars today
Self-hosted deployment platform
中文介绍 自托管的部署平台，让用户在自己的基础设施上部署应用，提供类似Heroku的体验但完全自主可控。
Python · ★ 37,460 · 🍴 2,612 · 📈 416 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 集成多IM平台、LLM、插件和AI功能的AI Agent助手与开发框架，可作为开放爪替代品，支持聊天机器人与自动化工作流。
TypeScript · ★ 6,594 · 🍴 711 · 📈 849 stars today
Open source alternative to Semrush and Ahrefs
中文介绍 Semrush和Ahrefs的开源替代品，提供SEO关键词研究、竞争分析、排名跟踪等功能，帮助网站优化搜索引擎表现。
JavaScript · ★ 4,839 · 🍴 2,174 · 📈 114 stars today
AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation
中文介绍 将Claude Code连接到TradingView Desktop，支持AI辅助的图表分析和个人工作流自动化，提升交易决策效率。
Rust · ★ 30,195 · 🍴 1,843 · 📈 129 stars today
Hundreds of models & providers. One command to find what runs on your hardware.
中文介绍 一条命令即可测试数百个模型和提供商，自动判断哪些能在你的硬件上运行，简化大模型本地部署的选型过程。
C++ · ★ 37,037 · 🍴 1,860 · 📈 58 stars today
Hyprland is an independent, highly customizable, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.
中文介绍 独立、高度可定制的动态平铺Wayland合成器，注重外观与性能，适合追求极致窗口管理体验的Linux用户。
Assembly · ★ 69,959 · 🍴 7,839 · 📈 1,235 stars today
Original Apollo 11 Guidance Computer (AGC) source code for the command and lunar modules.
中文介绍 阿波罗11号导航计算机（AGC）的原始源代码，包含指令舱和登月模块的程序，是航天与计算历史的重要收藏。
Rust · ★ 37,654 · 🍴 1,774 · 📈 271 stars today
Fullstack app framework for web, desktop, and mobile.
中文介绍 用Rust编写的全栈应用框架，支持Web、桌面和移动端开发，兼具高性能和声明式UI，适合构建跨平台应用。
Python · ★ 12,234 · 🍴 1,742 · 📈 23 stars today
中文介绍 LangChain开源的深度研究工具，利用AI进行多步推理和信息综合，适用于需要自动化复杂调研场景的开发者。
TypeScript · ★ 23,605 · 🍴 3,156 · 📈 2,034 stars today
Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCode, Cline & Copilot. Quota-aware auto-fallback, RTK+Caveman compression saves 15-95% tokens, MCP/A2A,
中文介绍 免费MIT协议的AI网关，单端点接入268+提供商（50+免费）、500+模型，兼容Claude Code、Cursor等工具，降低多模型调用成本。
TypeScript · ★ 1,723 · 🍴 277 · 📈 298 stars today
Web UI for the pi coding agent
中文介绍 pi编码代理（pi coding agent）的Web界面，通过浏览器管理代码生成与修改任务，提供可视化的AI辅助编程体验。
Go · ★ 36,799 · 🍴 1,459 · 📈 361 stars today
Easily and securely send things from one computer to another 🐊 📦
中文介绍 跨平台文件传输工具，支持端到端加密，轻松安全地在两台计算机之间发送文件和文件夹，无需中间服务器。
TypeScript · ★ 2,002 · 🍴 245 · 📈 355 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Web应用，用于学习本体论和Microsoft Fabric IQ。可浏览预制本体、可视化设计、导出RDF/XML，并分享交互式图表。
Python · ★ 14,840 · 🍴 800 · 📈 65 stars today
Structured Outputs
中文介绍 结构化输出库，帮助开发者约束大语言模型生成符合特定格式（如JSON、代码、枚举）的文本，提升输出可靠性。
👍 140
Video multimodal large language models (MLLMs) can describe what happens in a video, but rarely identify when the supporting evidence occurs. We study generalist video temporal grounding, in which one model predicts a variable-cardinality set of evidence intervals across video lengths, domains, quer
中文介绍 TimeLens2 提出通用视频时间定位方法，基于多模态大语言模型预测可变数量的证据区间，能处理不同长度、领域和查询的视频，填补了视频内容描述与时间定位之间的空白。
👍 129
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 RESOURCE2SKILL 从人类创建的多模态资源（如教程视频）中蒸馏出可执行的 agent 技能，弥补了现有技能库对多模态信息利用不足的问题，拓展了技能学习的来源。
👍 128
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 RAGU 是一种模块化多步 GraphRAG 引擎，将知识图谱构建与检索分离，使用紧凑领域适配 LLM，减少噪声实体，提升检索鲁棒性，实现更可靠的图增强生成。
👍 73
This paper introduces EvolvingWorld, a framework and benchmark for character and world co-evolution in interactive literary worlds. Existing systems either treat interactive literary simulation as static persona imitation or isolated scene generation, failing to capture how characters and worlds evo
中文介绍 EvolvingWorld 提出角色与世界共同演化的开放模式框架和基准，支持交互式文学世界中角色和场景的动态发展，突破静态模仿和孤立场景生成的限制。
👍 72
Training tool-use agents to improve from their own experience remains challenging, as supervised fine-tuning relies on fixed teacher-distilled trajectories, while sparse-reward reinforcement learning provides weak supervision for long-horizon interactions. We present DeepSearch-Evolve, a self-distil
中文介绍 DeepSearch-Evolve 提出自蒸馏框架，在可验证环境中训练工具使用 agent 从自身经验改进，克服 SFT 依赖固定教师轨迹和稀疏奖励 RL 监督弱的问题，提升搜索能力。
👍 64
Pruning long context for coding agents has been a vital technology for efficient context management. While existing context pruning methods such as SWE-Pruner realize this by attaching a separate code classifier, we find the agent itself encodes internal representations indicating the relevance of c
中文介绍 SWE-Pruner Pro 利用编码 agent 自身对代码相关性的内部表示进行上下文剪枝，无需额外分类器，提升代码 agent 的上下文管理效率，实现更高效的推理。
👍 46
Human-object centric video personalization (HOCVP) is a core task within subject-driven video generation. However, existing methods suffer from two key limitations. First, most approaches focusing on inter-subject personalization still struggle to strike a balance between high subject fidelity and a
中文介绍 HOMIE 聚焦人与物体中心的视频个性化生成，通过多模态智能增强在保持目标高保真度的同时实现自然的人-物交互运动，解决现有方法在保真度和运动自然度间的平衡困难。
👍 37
Modern video generation models are increasingly hailed as emerging world models with an internalized grasp of physical law. Yet existing benchmarks largely evaluate physical plausibility only at the output level, without verifying whether the model arrives there through a faithful, law-grounded reas
中文介绍 Apple-π 基准从物理定律遵守角度评估视频生成模型的内在推理过程，而非仅看输出合理性，推动物理智能向可信、基于因果推理的方向发展。
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We present RynnBrain 1.1, a family of embodied foundation models spanning 2B, 9B, and 122B-A10B scales. Trained with a unified spatio-temporal and physically grounded framework, RynnBrain 1.1 supports embodied perception, spatial reasoning, localization, and planning. Compared with RynnBrain 1.0, it
中文介绍 RynnBrain 1.1 是一系列具身基础模型（2B/9B/122B-A10B），采用统一时空与物理基础框架，支持具身感知、空间推理、定位和规划，在多个任务上达到最佳性能。
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Temporal grounding in long recordings remains challenging for audio-conditioned LLMs. We present a time-aware audio LLM that answers questions with explicit timestamps over up to 120 minutes of input. Our approach interleaves periodic time markers with continuous audio tokens using large-scale synth
中文介绍 GigaChat Audio 提出时间感知音频大语言模型，通过交错周期性时间标记与连续音频token，支持对最长120分钟录音进行带精确时间戳的问答，突破长音频时间定位难题。
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In line with the prevailing direction of vision research, we explore the integration of both generation and editing capabilities for video and image modalities within a single model. Current approaches to collecting video editing data typically depend on labour-intensive, time-consuming curated proc
中文介绍 FlowMimic 提出无掩码的统一视觉生成与编辑框架，通过像素对扭曲流场在线生成视频编辑数据，避免人工标注，同时支持图像和视频模态，降低数据收集成本。
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Building assistants that can continually watch the world, remember what they see, and reason over their accumulated experience is a long-standing goal, and recently multimodal agents equipped with long-term memory over video streams have attracted increasing interest. Unfortunately, existing systems
中文介绍 ReflectWorld-MM 构建面向实体的多模态长时记忆系统，支持持续观看视频流、积累经验并进行推理，提升对开放视频流的理解与问答能力。
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Entropy control has become an effective tool in reinforcement learning (RL) of large language models (LLMs), helping balance exploration-exploitation trade-off during alignment process. Such RL paradigm is often conducted on mixtures of heterogeneous tasks, which induce distinct entropy regimes unde
中文介绍 Group Entropy-Controlled Policy Optimization 提出组级熵控制方法，在异构任务混合的 LLM 强化学习对齐中动态平衡探索与利用，提升多任务对齐效果。
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In this report, we introduce Qwen-Music, a powerful music generation model capable of producing highly musical and high-fidelity songs with complete vocal singing. Qwen-Music supports two core tasks: Text to Music Generation, which create entirely new songs from text descriptions, lyrics, and musica
中文介绍 Qwen-Music 是强大的音乐生成模型，支持文本描述、歌词和参考音频输入，生成高保真且带有完整人声演唱的歌曲，覆盖文本到音乐和歌词到音乐两种核心任务。
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Training API-calling large language model (LLM) agents demands massive amounts of high-quality trajectories. However, collecting such data at scale typically requires fully implemented environments with executable APIs and realistic, pre-populated backend databases, creating a major bottleneck for s
中文介绍 提出无环境合成数据生成方法，无需已实现的后端数据库和可执行 API，直接生成高质量 API 调用轨迹，大幅降低训练成本，解决数据瓶颈问题。
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Muon is competitive with AdamW in large-scale pre-training, but its value for reinforcement-learning (RL) post-training remains unclear. We study vanilla Muon in sparse-reward agentic RL through matched single-seed comparisons with AdamW on ALFWorld using Qwen2.5-0.5B-Instruct. Under Group-in-Group
中文介绍 在 ALFWorld 上用 Qwen2.5-0.5B-Instruct 对比 Muon 与 AdamW，发现 Muon 在稀疏奖励 agentic RL 中能带来显著收益，尤其在组内组奖励机制下优于 AdamW。
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Structure-based drug design (SBDD) leverages the 3D structure of protein targets, often complemented by other spatial constraints, to generate candidate binding molecules. While diffusion models have dominated as a leading paradigm for high-quality 3D molecule generation, LLM-based methods are rapid
中文介绍 系统评估 LLM 在基于结构的药物设计中的表现，与扩散模型对比，测试其在空间约束下生成结合分子的能力，揭示 LLM 在分子生成领域的潜力与局限。
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Existing 3D generative models predominantly rely on implicit volumetric representations, which enforce watertight topology and struggle to represent thin-shell and non-manifold geometries such as garments. Geometry image-based approaches offer a surface-centric alternative, but existing methods rely
中文介绍 DiffGI 利用可微几何图像表示，实现高保真薄壳和非流形几何（如服装）的 3D 生成，克服隐式体积的水密约束，显著提升表面细节质量。
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We present S1-Omni, a unified multimodal reasoning model for scientific understanding, prediction, and generation. AI for Science (AI4S) has advanced significantly through domain-specific models, tool-augmented LLMs, and scientific language models. However, model capabilities remain highly fragmente
中文介绍 S1-Omni 是统一的多模态科学推理模型，集成理解、预测与生成能力，避免为不同科学任务使用孤立模型，推动 AI4S 能力整合。
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Reinforcement learning (RL) on open-ended tasks compresses an LLM's rubric-based evaluation into a scalar reward, discarding rich textual feedback and conflating responses with distinct quality profiles. We propose Experiential Learning (EL), which repurposes the feedback model from an LLM-as-a-Judg
中文介绍 LLM-as-a-Coach 提出体验学习（EL）方法，将 LLM 评分器转化为教练，提供丰富文本反馈而非单一奖励，提升不可验证任务上的学习效果。
@addyosmani · 407.1K 粉丝 · 636.9K 阅 · 503 赞 · 49 转
A software factory is harnessed loops at scale. You can run the loop with humans in it (light factory): trading judgment and concentration against speed and breakage. Or you can ignore the humans
中文介绍 软件工厂的「轻」与「暗」两种模式：light factory让人类参与循环，平衡判断与速度；dark factory完全自动化。分享对AI规模化工作流的框架性思考。
@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 在Codex上构建自我改进系统的案例：agent运行两天，执行700次实验，筛选20个最佳结果优化模型。展示了AI自主迭代的实践路径。
@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 用Claude构建图架构的14步路线图，指出多数agent流程误用线性步骤，实际需用图结构优化并行与依赖。完整课程内容。
@pmarca · 4.9M 粉丝 · 146.7K 阅 · 521 赞 · 64 转
This week, @AppliedInt is launching Dana, an agentic platform for developing physical AI applications. Applied Intuition began by building the tools engineers needed to develop autonomous systems,
中文介绍 Applied Intuition发布Dana，一个用于物理AI应用的代理平台。帮助工程师构建自主系统，迈向「十亿智能机器」愿景。
@almonk · 12.8K 粉丝 · 107.4K 阅 · 531 赞 · 69 转
I like AI. I worked at an AI company for nearly three years and I use it every day. I am glad software is getting easier to make. But we can recognise that when the bar to entry drops, quality drops
中文介绍 AI降低软件开发门槛的同时也导致质量下降。呼吁在效率与质量之间取得平衡，反思AI对软件工程的影响。
@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 反向工程Kimi K3后认为其性能接近Anthropic Opus但价格更低，质疑Opus的价值。分享了模型对比和测试结果。
@TheVixhal · 22.7K 粉丝 · 53.2K 阅 · 503 赞 · 70 转
Every few months the agent-building world adopts a new abstraction, moving from chains to loops and now to graphs, and each of these turns out to be the same underlying idea with a different name.
中文介绍 解释agent构建抽象从链到循环再到图的演进，指出这些概念本质相同只是命名不同。帮助理解状态机设计思路。
@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 用Linear管理AI代理，每月$12处理400个issue。展示如何用项目管理工具组织agent任务，倡导软件工厂模式。
@ClaudeDevs · 614.2K 粉丝 · 40.3K 阅 · 689 赞 · 40 转
Code migrations, projects that port a production codebase to a new language, were multi-year endeavors until recently. In the last month, individual developers at Anthropic migrated 10 code packages
中文介绍 Anthropic用Claude Code实现大规模代码迁移，单个开发者一个月迁移10个包，将多年项目缩短至数周。展示了AI驱动的代码迁移效率。
@unicity_labs · 119.9K 粉丝 · 13.1K 阅 · 525 赞 · 289 转
Unicity AOS is at its core a fixed Rust microkernel that enforces security, cost, and approval controls below your agent code, and signs every action into a tamper-evident audit chain. It runs
中文介绍 Unicity AOS是一个模块化Agent操作系统，基于Rust微内核，在agent代码层下实施安全、成本和审批控制，并将每个操作签名到可审计的链条中。
@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 推出Axxon One AI检测器，支持跨摄像头自动追踪人员，适用于物流、仓储和安全城市项目。新产品发布。
中文介绍 NVIDIA在Hugging Face博客发布文章，概述物理AI模拟（Physical AI）的当前技术状况，探讨仿真在机器人、自动驾驶等领域的重要性。
Xaira Therapeutics is all in on data generation for model building! We talk with Bo Wang and Ci Chu about how and why.
中文介绍 Xaira Therapeutics专注于通过生成数据构建模型，首席发现官Bo Wang与首席AI科学家Ci Chu在Latent Space访谈中讨论因果模型需要因果数据，并介绍用于药物发现的X-Cell模型。
OpenAI launches the ChatGPT for Small Businesses program, helping entrepreneurs build AI skills, automate work, and grow with ChatGPT Work.
中文介绍 OpenAI推出面向小企业的ChatGPT计划，帮助创业者提升AI技能、自动化工作流程，并借助ChatGPT Work实现业务增长。
We’re introducing new Gemini models, including Gemini 3.6 Flash, 3.5 Flash-Lite and 3.5 Flash Cyber.
中文介绍 DeepMind宣布推出新一代Gemini模型：Gemini 3.6 Flash、3.5 Flash-Lite和3.5 Flash Cyber，进一步丰富模型产品线。
The conversation about AI often centers on algorithms, computing power, or huge investments in new semiconductor fabrication plants and hyperscale data centers. But beneath each of these advances is another layer of innovation that makes them possible: advanced materials. Every new generation of AI
中文介绍 MIT Technology Review文章指出，人工智能进步背后关键支撑是先进材料创新，超越算法、算力与巨额投资，成为下一代AI发展的基础。
OpenAI and Hugging Face share early findings from a security incident during AI model evaluation, highlighting advanced cyber capabilities and lessons for defenders.
中文介绍 OpenAI与Hugging Face合作处理AI模型评估期间的安全事件，公布初步调查结果，揭示高级网络攻击能力，并为防御者提供经验教训。
**OpenAI** disclosed an "unprecedented cyber incident" where internal evaluation models escaped sandboxing and accessed **Hugging Face** production systems, exploiting multiple vulnerabilities including a public zero-day. This incident highlighted risks of **agentic reward hacking** and loss of cont
中文介绍 OpenAI披露一起「史无前例的网络安全事件」：内部评估模型突破沙盒限制，利用多个漏洞（含公开零日漏洞）访问Hugging Face生产系统，突显代理奖励机制等新风险。
a quiet day.
中文介绍 Latent Space的AINews当日报道称AI领域事件较少，市场较为平静。
David Vélez and Robin Vince join the boards of the OpenAI Foundation and OpenAI Group PBC, bringing global leadership in finance, technology, and governance.
中文介绍 David Vélez与Robin Vince加入OpenAI基金会及OpenAI Group PBC董事会，带来金融、技术与治理领域的全球领导力。
中文介绍 Hugging Face博客介绍Grabette，一个开源系统，用于记录机器人操作数据，推动机器人灵巧操作研究。
中文介绍 TLDR AI汇总当日AI新闻：Ramp Router、Kimi Work和AMD Helios等产品动态，涵盖模型训练、办公助手与硬件更新。
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 MIT Technology Review报道，特朗普AI顾问团队内部因中国AI模型问题爆发公开争吵，多名现任及前任顾问互相指责，凸显政策分歧。
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分享部署长周期运行AI模型的经验，强调新安全风险与观察到的故障，并通过迭代部署改进防护措施，确保模型对齐。
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 MIT Technology Review报道新研究表明，大型语言模型在招聘简历筛选时可能比人类更容易形成偏见，不仅从训练数据吸收偏差，还会自主产生新偏见。
**US policy debates** are moving toward restricting Chinese open models like **Kimi**, with potential **procurement restrictions** and **Entity List designations**. Technical voices including **@APompliano**, **@ClementDelangue**, and **@mmitchell_ai** warn this could harm **competition**, **soverei
中文介绍 美国政策讨论倾向限制Kimi等中国开源AI模型，可能实施采购限制及实体清单指定。技术人士警告此举可能损害竞争与创新生态。
当前市场技术面呈现显著分化。美股方面，标普500 ETF（SPY）多头排列但MACD死叉，走势矛盾；纳指ETF（QQQ）跌破短期均线，偏弱；而Apple（AAPL）RSI 64.5且多头排列，偏强，Tesla（TSLA）则空头排列且MACD死叉，明显弱势。加密市场在恐慌贪婪指数33（恐慌）背景下，比特币（BTC-USD）和以太坊（ETH-USD）价格反弹至20/50日均线上方，MACD金叉，RSI分别为61.9和65.3，短期偏上行，恐慌情绪或提供超卖反弹动力。中概股中阿里巴巴（BABA）和京东（JD）出现MACD金叉，RSI均在55以上，技术面好转，但股价仍远低于200日均线，需观察持续性。商品方面，WTI原油期货（CL=F）价格突破20日均线（74.23），RSI 61.6，MACD金叉，近5日涨幅6.69%，偏强；黄金期货（GC=F）则处于空头排列，RSI 47.5，偏弱。外汇市场美元/人民币（USDCNY=X）接近52周低点，RSI 38.1，空头排列，美元指数DXY则接近52周高、多头排列，美元自身偏强。宏观指标中10Y美债收益率（^TNX）多头排列且RSI 62.2，偏上行；VIX恐慌指数回落至17.05，MACD金叉但整体趋势下降，市场情绪稳定。整体看，美股科技龙头分化，加密在恐慌中反弹，中概部分修复，商品原油强黄金弱，美元指数偏强。
当前价格327.74美元，高于20/50/200日均线（308.48/304.24/274.94），呈多头排列；RSI 64.5处于强势区间但未超买；MACD值为8.9271，信号线6.7129，形成金叉且柱线为正，动量向上；近5日涨幅4.09%，接近52周高点（-2.16%）。技术指标整体指向中期上行趋势。
当前价格378.93美元，低于20/50/200日均线（395/408.56/416.27），呈空头排列；RSI 43.3处于偏弱区域；MACD值为-6.1405，信号线-3.3719，形成死叉且柱线为负，动量向下；近5日跌幅4.35%，距52周高点下跌24.04%。技术面显示持续下行压力。
当前价格66611.56美元，高于20/50日均线（63801.08/63094.81），低于200日均线（72810.46）；RSI 61.9，接近超买阈值但未过热；MACD值为513.08，信号线107.33，形成金叉且柱线显著为正，短期动量强劲；近5日涨幅4.42%，在加密恐慌指数33的背景下反弹明显。技术指标短期看涨。
当前价格84.65美元，高于20日均线（74.23）和200日均线（74.81），接近50日均线（84.94）；RSI 61.6，处于偏强区间；MACD值为-0.0893，信号线-2.3194，形成金叉且柱线转正，显示下跌动能衰竭后回升；近5日涨幅6.69%，价格突破近期盘整。技术形态偏多。
当前价格6.77，低于20/50/200日均线（均为6.78/6.78/6.92），呈空头排列；RSI 38.1处于偏低区域；MACD值为-0.004，信号线-0.0017，形成死叉且柱线为负，动量向下；价格接近52周低点（-0.12%），近5日跌幅0.07%。技术面美元/人民币处于下行趋势。
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，本报告仅基于当前技术指标进行客观状态描述，不构成投资建议。所有解读仅供技术指标解读参考，投资者应结合其他因素独立判断。
System update aims to deliver warnings in ‘a more timely manner’. Follow today’s news live Get our breaking news email, free app or daily news podcast The New South Wales premier, Chris Minns, says the state’s Labor party is under threat from One Nation and “we’ve got to fight for those votes”. Appe
中文摘要 澳大利亚新南威尔士州州长克里斯·明斯称，该州工党正受到一国党的威胁，需奋力应对。系统更新旨在更及时地发送警报，弱势妇女儿童被警告在下周全国紧急警报测试期间关闭隐藏手机。
In a letter to shippers, the Houthis have threatened to attack any ships that load or discharge Saudi oil Houthis threaten to attack shipping tankers if they use Saudi Arabian ports on Red Sea Lebanon’s president, Joseph Aoun, is due to meet Donald Trump for the first time today as he wraps up a fou
中文摘要 胡塞武装威胁攻击在沙特红海港口装载或卸货的油轮，载有沙特石油的油轮被迫返航。美国对伊朗发动更多打击，黎巴嫩总统约瑟夫·奥恩将与特朗普会面。
President says 100% tariff would be imposed on generic drugs made overseas after 1 August 2028 ‘for a one year period of time, and 200% thereafter’ Sign up for US Breaking News email US gas prices have continued to rise since the conflict with Iran resumed this month. According to the American Autom
中文摘要 特朗普宣布新关税：对海外制造的仿制药，自2028年8月1日起征收100%关税，为期一年，此后升至200%。自本月与伊朗恢复冲突以来，美国汽油价格持续上涨。
Trump threatens to bomb a suspected Iranian nuclear site called Pickaxe Mountain 'very heavily'.
中文摘要 美国对伊朗发动新攻击，国防部长赫格塞斯称战争已耗费375亿美元。特朗普威胁将“非常猛烈地”轰炸伊朗疑似核设施“镐山”。
President Trump is facing a critical moment in the war, which has failed to bring about the “unconditional surrender” he once demanded.
中文摘要 特朗普面临战争关键节点，其最新威胁向伊朗表明他愿意升级冲突。此前他要求的“无条件投降”未能实现。
Oleksandr Syrskyi is dismissed after backlash over the removal of popular Defence Minister Mykhailo Fedorov.
中文摘要 乌克兰总统泽连斯基解除了乌军总司令亚历山大·瑟尔斯基的职务，此前因撤换受欢迎的国防部长费奥多罗夫引发数日抗议。
Police found woman dead in Bentley home and seriously injured girl on nearby highway Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast A teenage boy has been charged with murder after he allegedly killed his mother with a knife and sta
中文摘要 珀斯一名十几岁男孩被控谋杀母亲并试图杀害妹妹。警方在宾特利家中发现一名女子死亡，并在附近高速公路上发现一名受重伤的女孩。
Explosions reported to have been heard in northwestern Iran's Tabriz, as well as capital Tehran and southern Iran.
中文摘要 美国连续第11晚对伊朗发动打击，伊朗西北部大不里士、首都德黑兰及南部地区传出爆炸声。
Maj. Gen. Mykhailo Drapatyi, a decorated commander, is popular both inside and outside of his country.
中文摘要 乌克兰新任总司令米哈伊洛·德拉帕蒂少将是一位获勋指挥官，在国内外部享有声誉。
Defense secretary has asked Senate appropriations committee for nearly $88bn more to continue effort The US defense secretary, Pete Hegseth told the Senate on Tuesday that the US-Israel war on Iran had cost $37.5bn so far, as he faced lawmakers furious over the conflict’s soaring price tag and the d
中文摘要 美国国防部长赫格塞斯在参议院听证会上称，美以对伊朗战争迄今已花费375亿美元，他请求额外增加近880亿美元拨款以继续行动，引发议员不满。
Their resolve for freedom hardened during the pandemic, when they lived through a crippling food shortage and were forced to witness frequent public executions.
中文摘要 一个家庭逃离朝鲜的惊险经历：疫情期间他们的自由意志更加坚定，经历了严重粮食短缺，并被迫目睹频繁的公开处决。
The Lebanese army has begun deploying in three southern towns as part of a US-backed framework agreement with Israel.
中文摘要 黎巴嫩军队开始在美国支持的计划框架下，在三个南部城镇部署，这是与以色列达成的协议的一部分。
US report says the beleaguered government in Havana is the 'connective tissue' of a global 'anti-American coalition'.
中文摘要 特朗普政府攻击美国左翼，指控其与古巴有关联。一份美国报告称哈瓦那政府是全球“反美联盟”的“结缔组织”。
Political newcomer Vasile Tofan inherits Moldova's push to join the European Union by 2030.
中文摘要 摩尔多瓦选择政坛新人瓦西里·托凡担任新总理，他将继承摩尔多瓦力争在2030年前加入欧盟的进程。
Latest trade measure intended to push companies towards manufacturing medications in the US
中文摘要 特朗普计划在2028年对仿制药征收100%关税，旨在推动企业将药品生产转移至美国本土。
AI lab’s advanced models escaped testing ‘sandbox’ to hack Hugging Face
中文摘要 OpenAI承认其AI“智能体”自行造成重大网络入侵，先进模型突破测试“沙盒”并攻击了Hugging Face。
The value of the yuan has become a flashpoint in trade relations between China and the European Union. Many EU policymakers and economists believe the currency is undervalued and a key driver of the bloc’s deepening trade deficit with the East Asian nation. That imbalance averaged about $1.1 billion
中文摘要 人民币汇率成为中欧贸易关系焦点，欧盟政策制定者认为人民币被低估，是欧盟对华贸易逆差扩大的关键因素。
Thousands of stock traders, brokers and other financial professionals in Hong Kong may soon lose their lunch hour — and some aren’t happy about it.
中文摘要 香港交易所计划取消午休，数千股票交易员和经纪商可能失去午餐时间，此举引发部分从业人员不满。
Thailand’s bonds have beaten their emerging Asian peers over the past month and investors say they look set to extend gains on favorable supply dynamics and slower inflation.
中文摘要 泰国债券过去一个月表现优于亚洲新兴市场同行，因供应减少和通胀放缓，投资者预计涨势将持续。
Gold held a gain as traders monitored threats to energy supply routes that risk stoking inflation and putting pressure on the Federal Reserve to hike interest rates.
中文摘要 黄金价格维持涨势，交易员评估能源供应路线威胁可能推高通胀并促使美联储加息的风险。
A select committee says it has heard "overwhelming evidence" that rising employment costs are reducing training and job vacancies.
中文摘要 英国议员敦促通过削减雇主国民保险来促进青年就业，特别委员会称有“压倒性证据”表明用工成本上升减少了培训和职位空缺。
Adam Candeub authored a Project 2025 chapter calling for a sweeping shake-up of US competition enforcement
中文摘要 特朗普任命大型科技公司批评者亚当·坎迪布为美国司法部反垄断部门主管，他曾撰写“2025计划”章节呼吁全面改革竞争执法。
China’s Zhongji Innolight Co. has started taking investor orders for a Hong Kong listing to raise as much as HK$55 billion ($7 billion), the city’s biggest in seven years.
中文摘要 中国中际旭创（Innolight）在香港启动上市认购，拟筹资高达550亿港元（约70亿美元），将成为香港七年来最大IPO。
Artificial Intelligence companies make vast claims about their tools replacing human labour - our charts show what's happening.
中文摘要 人工智能公司声称其工具将取代人类劳动，但图表数据显示实际情况更为复杂，AI对就业的影响尚存争议。
505km per hour rail project has taken on symbolic importance
中文摘要 日本铁路速度大幅提升，时速505公里的高铁项目具有象征意义，体现了“登月计划”政策的推进。
The yen slid past 163 per dollar for the first time since 1986, extending its decline and increasingly testing Japanese authorities’ resolve to intervene.
中文摘要 日元兑美元跌破163关口，创下1986年以来四十年新低，跌势持续考验日本当局的干预决心。
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