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2026-08-12

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msitarzewski/agency-agents

Shell · ★ 143,197 · 🍴 23,272 · 📈 958 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 面向 AI 代理的完整“数字代理机构”套件,提供从前端开发到社区运营等各具个性的专家代理,每个代理内含流程与人格设定,可组合执行任务。适合需要多角色自动化协作、快速搭建代理工作流的团队。

semantica-agi/semantica

Python · ★ 4,870 · 🍴 528 · 📈 893 stars today

Graph-Native Infrastructure for Context and Accountable AI Systems

中文介绍 基于图原生的上下文基础设施,专为可问责 AI 系统设计。通过图结构管理上下文与决策溯源,提升 AI 行为的可解释性和责任性,适用于需要严格审计、合规与上下文管理的企业级 AI 应用。

nvm-sh/nvm

Shell · ★ 94,486 · 🍴 10,354 · 📈 22 stars today

Node Version Manager - POSIX-compliant bash script to manage multiple active node.js versions

中文介绍 POSIX 兼容的 bash 脚本,用于在单台机器上管理多个 Node.js 版本。支持按项目切换版本、独立安装与升级,是前端和 Node 开发者日常管理开发环境的必备工具。

addyosmani/agent-skills

JavaScript · ★ 86,216 · 🍴 9,265 · 📈 578 stars today

Production-grade engineering skills for AI coding agents.

中文介绍 为 AI 编程代理提供生产级工程技能库,内置编码、测试、调试等最佳实践,帮助代理生成更可靠、可维护的代码。适合使用 AI 辅助开发并希望提升产出质量的工程师。

ZhuLinsen/daily_stock_analysis

Python · ★ 62,120 · 🍴 52,424 · 📈 243 stars today

LLM 驱动的多市场股票智能分析系统:多源行情、实时新闻、决策看板与自动推送,支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

中文介绍 LLM 驱动的多市场股票智能分析系统,整合多源行情、实时新闻、决策看板和自动推送,支持零成本定时运行。适合个人投资者每日跟踪股票并获取自动化分析结果。

vitali87/code-graph-rag

Python · ★ 3,810 · 🍴 561 · 📈 341 stars today

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

中文介绍 面向大型代码仓库的 RAG 检索增强生成工具,利用知识图谱和 AI 理解、检索并编辑多语言代码库。适合需要跨模块问答、代码理解与改动的 monorepo 开发者。

anthropics/skills

Python · ★ 168,124 · 🍴 20,031 · 📈 485 stars today

Public repository for Agent Skills

中文介绍 Anthropic 官方公开的 Agent Skills 仓库,提供可复用的技能定义与实现,用于增强 Claude 等代理的执行能力。开发者可直接引用或参考这些技能来扩展 AI 代理的功能。

3b1b/manim

Python · ★ 90,169 · 🍴 7,479 · 📈 197 stars today

Animation engine for explanatory math videos

中文介绍 用于制作数学讲解视频的动画引擎,通过 Python 代码精确控制几何图形、公式和场景变换。被广泛用于教学视频创作,是可汗学院风格数学动画的常用工具。

HKUDS/DeepTutor

Python · ★ 34,694 · 🍴 4,419 · 📈 812 stars today

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

中文介绍 终身个性化辅导系统,结合大模型根据学习者水平自适应生成教学内容和练习,支持长期学习跟踪。适用于在线教育、AI 私教等需要因材施教的学习场景。

stablyai/orca

TypeScript · ★ 42,763 · 🍴 2,982 · 📈 875 stars today

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS.

中文介绍 Orca 是用于管理并行代理集群的代理开发环境(ADE),支持用自己的订阅运行任意编码代理,覆盖桌面、移动端和 VPS。适合需要同时调度多个 AI 代理的开发团队。

paperclipai/paperclip

TypeScript · ★ 77,154 · 🍴 14,248 · 📈 748 stars today

The open-source app everyone uses to manage agents at work

中文介绍 开源的工作场景 AI 代理管理应用,用于集中创建、调度与协调多个代理,让团队在日常工作中统一使用和管理 AI 助手。适合企业或个人搭建可复用的代理工作流。

huggingface/transformers

Python · ★ 163,802 · 🍴 34,201 · 📈 80 stars today

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

中文介绍 Hugging Face 出品的模型定义框架,支持文本、视觉、音频和多模态 SOTA 模型的推理与训练,提供统一 API 和海量预训练模型。是深度学习尤其是 NLP 领域的事实标准工具库。

harveyai/harvey-labs

Python · ★ 1,078 · 🍴 195 · 📈 28 stars today

A benchmark built to evaluate and improve agent capabilities for supporting legal work.

中文介绍 专门用于评估和提升 AI 代理在法律工作中能力的基准测试集,覆盖法律研究、文书处理等任务。适合法律科技团队和研究者检验代理在法律领域的实际表现。

jaywcjlove/awesome-mac

Swift · ★ 110,464 · 🍴 8,415 · 📈 298 stars today

 This project is dedicated to collecting high-quality macOS software and organizing them systematically by different categories for easy search and use.

中文介绍 系统收集高质量 macOS 软件并按类别整理的精选列表,涵盖开发、设计、效率等工具,方便用户快速搜索和发现适合的 Mac 应用。是 Mac 用户必备的软件导航。

calesthio/OpenMontage

Python · ★ 47,324 · 🍴 5,900 · 📈 458 stars today

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video production studio.

中文介绍 号称全球首个开源智能体视频制作系统,内置 12 条制作流水线、100+ 工具和 700+ 智能体技能,可将 AI 编程助手变成完整的视频制作团队。适合自动生成短视频和内容创作。

practical-tutorials/project-based-learning

Python · ★ 278,440 · 🍴 35,778 · 📈 401 stars today

Curated list of project-based tutorials

中文介绍 精选的基于项目的编程教程列表,按语言和技术分类,每项教程通过完成真实应用来学习编程。适合希望通过动手实践而不是死记语法来掌握技能的开发者。

PrimeIntellect-ai/prime-agent

TypeScript · ★ 14,088 · 🍴 1,453 · 📈 1,138 stars today

A self-improving RLM agent for coding workflows and long-running autonomous tasks.

中文介绍 可自我改进的 RLM 智能体,面向编码工作流和长时间自主任务。它能从反馈中持续优化自身行为,适合自动化代码修复、重构等需要长期运行的开发场景。

BDH-CQ: In-Context Learning with Recurrent Latent Reasoning

👍 243

We introduce BDH-CQ, a reasoning model that combines in-context learning with recurrent latent reasoning. Inputs presented at inference time continuously update the model's recurrent memory; the model then solves a query through iterative computation in a high-dimensional latent space, without verba

中文介绍 提出BDH-CQ推理模型,融合上下文学习与循环潜在推理。推理时输入持续更新模型循环记忆,在高维潜在空间迭代计算求解查询,无需显式思维链,提升推理效率。

Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA

👍 208

Macaron-V1 is an open agent-model family for experiential intelligence: learning from experience in real environments and continuing to learn after deployment. It is organized around two system goals. Adaptation is pursued through recursive improvement of versioned model-harness pairs, where experie

中文介绍 Macaron-V1 是一个面向体验智能的开放智能体-模型家族,能在真实环境中学习并在部署后持续进化。通过版本化模型-harness 对的递归改进实现自适应,并采用 Mixture-of-LoRA 缓解灾难性遗忘。

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

👍 116

As AI coding agents take on increasingly complex, long-horizon software engineering tasks, existing benchmarks are rapidly saturating and their evaluation quality has come under serious scrutiny: a recent audit found that nearly 60% of unsolved SWE-bench Verified instances contain flawed tests -- ei

中文介绍 提出 SWE-Bench ProMax 基准,用于评估大规模多语言代码重构任务。现有编码基准快速饱和,且近 60% 未解 SWE-bench Verified 实例含缺陷测试,该基准提供更严格的长期多语言评估,推动编码智能体能力测试。

Ouroboros: A Self-Developing Frontier Coding Agent with Reviewed Core Evolution

👍 66

We present Ouroboros, a self-developing agent harness whose tools, prompts, context assembly, and core implementation improve through reviewed commits that become the runtime for later work. Core evolution proceeds in two modes. In recursive free evolution, improvement is itself a task, and completi

中文介绍 提出 Ouroboros,一种自我进化的编码智能体框架。其工具、提示、上下文组装与核心实现通过经审查的提交不断改进,并成为后续运行环境;核心进化包括递归自由进化等模式,使智能体具备自主提升能力。

On-Policy Self-Distillation without Any Supervision

👍 56

On-policy (Self-)Distillation (OPD / OPSD) has shown strong potential for post-training large language models (LLMs). However, existing methods still rely heavily on external supervision, including ground-truth signals, environmental feedback, or guidance from larger models, and therefore fall short

中文介绍 针对现有 on-policy 自蒸馏依赖外部监督的问题,提出无需任何监督信号的自蒸馏方法,仅利用模型自身生成轨迹进行后训练,降低对 ground-truth、环境反馈和大模型指导的依赖,提升 LLM 后训练效率。

Motif 3: Technical Report

👍 33

We introduce Motif 3, a decoder-only Mixture-of-Experts language model with 314 billion total parameters and 13.2 billion activated per token. Each sparse MoE layer contains 384 routed experts, with eight selected per token. This fine-grained sparsity provides substantial expert capacity while limit

中文介绍 发布 Motif 3 技术报告:一个解码器专用 MoE 语言模型,总参数 314B,每 token 激活 13.2B。每个稀疏 MoE 层含 384 个路由专家,每 token 选择 8 个,以细粒度稀疏性在控制计算成本的同时提供大规模专家容量。

Stealing Reasoning Traces from Proprietary LLM APIs

👍 32

Leading large language model providers now conceal their models' step-by-step reasoning, or chain-of-thought, to protect intellectual property and limit information leakage. Rather than storing these traces server-side, providers return them to the client as blocks of encrypted text, which the clien

中文介绍 揭示专有 LLM API 的一项安全漏洞:提供商虽隐藏思维链,却将加密的推理文本返回客户端。研究发现可从客户端侧提取这些加密痕迹,绕过知识产权保护,对 LLM 推理保密机制构成实际威胁。

Agent Memory Distillation: Empowering Small LLM Agents with Hierarchical Teacher Memory

👍 32

Memory systems have shown promise for improving agent performance, but their potential remains largely unexplored for small language models, which struggle to generate sufficient successful trajectories on their own. We propose Agent Memory Distillation (AMD), a training-free framework that transfer

中文介绍 针对小型语言模型难以自行生成足够成功轨迹的问题,提出 Agent Memory Distillation(AMD),一种无训练框架。它将层次化教师记忆迁移到小模型智能体,使其无需额外训练即可利用经验记忆,提升任务表现。

MatrAIx: Simulating the World with 8.3 Billion Persona Agents

👍 27

Human evaluation of AI systems and digital products is costly, slow, and difficult to scale. Offline evaluations are more scalable but often abstract away human diversity and interactive behavior. We therefore introduce MatrAIx, a population-scale simulated-user evaluation infrastructure for testing

中文介绍 提出 MatrAIx,一个人口规模级模拟用户评估基础设施,含 83 亿角色智能体。相比昂贵的人类评估和忽略多样性的离线评估,该设施可扩展地模拟真实用户多样性与交互行为,用于测试 AI 系统和数字产品。

Sci-VBench: Evaluating Knowledge- and Reasoning-Intensive Video Generation in Science Domains

👍 23

We introduce Sci-VBench, a comprehensive benchmark for evaluating knowledge- and reasoning-intensive video generation across scientific domains. It contains 1,253 expert-annotated examples spanning 60 subjects across four core disciplines: Natural Science, Healthcare, Humanities & Social Sciences, a

中文介绍 提出 Sci-VBench 基准,用于评估科学领域知识密集与推理密集型视频生成。包含 1,253 个专家标注示例,覆盖自然科学、医疗健康、人文社科等 60 个主题、四个核心学科。

What to Edit Next: Visually Aligned Image-Editing Follow-Up Suggestions in Conversational Systems

👍 22

Conversational assistants increasingly recommend follow-up edits to help users continue a task. Existing systems primarily target text-only interactions, leaving image-creation conversations underexplored. In image-creation tasks, useful follow-up edit suggestions must reflect user preferences, offe

中文介绍 针对现有对话系统仅支持文本交互、图像创作对话未被充分探索的问题,研究图像编辑场景中的后续编辑建议。提出能反映用户偏好并视觉对齐的建议生成方法,提升对话式图像编辑体验。

OasisKV: Scaling In-Decode KV Cache Beyond HBM with Lookahead Sparse Prefetching

👍 17

Large language model (LLM) inference serving is increasingly constrained by memory rather than compute. As long-context and long-form reasoning workloads become more prevalent, the key-value (KV) cache dominates both memory footprint and memory traffic during LLM token generation, i.e., decode. In p

中文介绍 针对 LLM 推理服务受内存而非算力限制的问题,提出 OasisKV:通过 lookahead 稀疏预取将解码期 KV 缓存扩展到 HBM 之外,降低内存占用与访存流量,提升长上下文与长推理任务的生成性能。

SPOT: Sparse Probing and Outcome Calibration for On-Policy Distillation

👍 17

On-policy distillation (OPD) provides dense teacher supervision on student-generated trajectories, but standard reverse-KL training can assign insufficient probability to other plausible continuations. Teacher entropy alone does not reveal whether uncertainty is concentrated among a few plausible ne

中文介绍 针对 on-policy 蒸馏中标准反向 KL 对合理续接分配概率不足的问题,提出 SPOT(稀疏探测与结果校准)。通过稀疏探测识别教师不确定性来源,并校准学生输出分布,提升蒸馏质量。

DCAS: Decoupling CLI Agent Scaffolding to Internalize Planning across Scaffolds

👍 16

CLI-based software-engineering agents have matured rapidly, yet the open ecosystem has converged on a single training environment: trajectory datasets used to fine-tune open models are collected almost exclusively under OpenHands. Models fine-tuned on this data score well under OpenHands but degrade

中文介绍 指出 CLI 软件工程智能体的训练数据几乎全部来自 OpenHands 环境,导致跨脚手架泛化差。提出 DCAS 解耦智能体脚手架,将规划能力内化为跨环境可迁移的形式,提升模型在不同 CLI 环境下的表现。

Efficient Knowledge Distillation for LLMs: Offline Top-K Logits and a Fused Chunked KL Loss

👍 12

Small language models are often the only option for deployment under tight latency, cost, and on-premises constraints, but they are rarely trained from scratch: a compressed model is usually recovered through knowledge distillation (KD). This recovery step largely decides the final quality, yet it i

中文介绍 提出一种高效的 LLM 知识蒸馏方法,结合离线 Top-K logits 与融合分块 KL 损失。该方案在减少训练开销的同时提升压缩小模型的最终质量,适用于低延迟、低成本部署场景。

Evo-Bench: Can Language Models Improve Agent Harness?

👍 10

Large Language Models (LLMs) have driven rapid progress in autonomous agents, yet standard evaluations remain confined to static task solving. An emerging frontier is harness evolution---the agent's capacity to autonomously optimize its own operating harness. However, systematically benchmarking thi

中文介绍 提出 Evo-Bench 基准,系统评估 LLM 智能体自主优化自身运行 harness(工具、提示等)的能力。该基准关注 harness evolution,突破静态任务求解的传统评测框架,填补智能体自我进化评估的空白。

RoMeRL: Balancing Feedback Coverage and the Memory-Reward Trap in Self-Evolving Agent Memory via Reduced-Order Utility States

👍 9

Learning-based memory systems for self-evolving LLM agents face two tightly coupled challenges. First, trajectory-indexed utilities grow with the interaction history, thereby dispersing limited feedback over an ever-expanding state space. Second, because trajectory-level rewards are jointly assigned

中文介绍 针对自进化 LLM 智能体记忆系统的两难:轨迹索引效用随历史增长分散反馈,轨迹级奖励联合分配导致记忆-奖励陷阱,提出 RoMeRL 降阶效用状态方法,在反馈覆盖与奖励利用间取得平衡。

Evidence-RL: Towards Evidence-intensive Visual Reasoning

👍 9

Vision-Language Models (VLMs) should answer from concrete image evidence rather than language priors, dataset shortcuts, or irrelevant visual context. Existing perception-aware post-training methods encourage image use through global perturbations or attention proxies, but they do not test whether a

中文介绍 针对视觉语言模型依赖语言先验或数据集捷径而非图像证据的问题,提出 Evidence-RL 强化学习方法,通过证据密集型训练促使模型依据具体图像证据推理,超越现有全局扰动或注意力代理方法。

Multi-Agent Forensic Reasoning for Generalizable Deepfake Video Detection

👍 9

The malicious use of generative artificial intelligence to create highly realistic deepfake videos raises serious ethical concerns and poses substantial challenges to AI safety. However, existing deepfake video benchmarks provide limited coverage of recent synthesis methods and generally lack reliab

中文介绍 提出基于多智能体取证推理的深度伪造视频检测方法,应对逼真 deepfake 视频恶意使用带来的安全挑战。现有基准对最新合成方法覆盖不足、可靠性欠缺,该方法通过多智能体协同推理提升检测泛化能力与鲁棒性。

Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression

👍 9

Hard prompt compression reduces long-context inference cost by independently scoring tokens, sentences, or chunks and retaining the highest-scoring units under a budget. We identify a structural failure in this procedure: independent selection can split dependent evidence pairs, retaining one member

中文介绍 揭示硬提示压缩的一种范式级失败模式——引用悬空:独立评分并保留最高分单元会拆散相互依赖的证据对,导致保留内容相关但不完整。该发现对长上下文压缩方法的设计具有警示意义。

How to Build a Shared AI Harness for Your Team

@VibeMarketer_ · 30.1K 粉丝 · 107.1K 阅 · 528 赞 · 29 转

I am going to show you how to turn the models, agents, skills, and automations living across your team's tools and workflows into one coordinated system. What most teams have today looks very

中文介绍 展示如何将团队各工具与工作流中分散的模型、agents、技能和自动化整合为统一协同系统,解决当前团队工具碎片化问题,提供一套可落地的共享AI基础设施构建思路。

NVIDIA Nemotron 3.5 Lightning and NeMo Switchyard Deliver Faster, Smarter, More Efficient Agentic AI

@nvidia · 2.6M 粉丝 · 59.5K 阅 · 548 赞 · 66 转

The new lightweight open model and routing library delivers greater control over AI, data and workflows across edge devices, PCs, workstations, data centers and the cloud. Source: NVIDIA Blog By Kari

中文介绍 NVIDIA 发布轻量级开放模型 Nemotron 3.5 Lightning 与路由库 NeMo Switchyard,可在边缘设备、PC、工作站、数据中心及云端运行,强化对 AI、数据和工作流的控制,主打更快更高效的 Agentic AI。

7 rules for self-improving agent loops every AI engineer should know

@GoogleCloudTech · 1.3M 粉丝 · 46.8K 阅 · 505 赞 · 63 转

By @Saboo_Shubham_ and @secchi_elia When coding agents write the code, defining what's good is the real engineering job. Coding agents can now build and improve other agents. Write the instructions,

中文介绍 谷歌云技术团队提出 AI 工程师应知的 7 条自改进 agent 循环规则。核心观点:当编码 agent 编写代码时,定义「好」才是真正的工程工作;编码 agent 如今能构建并改进其他 agent,重点在于写出好的指令。

Intro to Grok Bot

@mattyp · 44.5K 粉丝 · 33.5K 阅 · 651 赞 · 48 转

I’m always chasing better tools. Notes apps, workflows, optimizations, and now, personal agents. It’s an easy trap to fall into - always building the “custom” thing and sacrificing the work as a

中文介绍 作者介绍个人代理工具 Grok Bot,并反思自己追逐工具、不断定制「专属」流程的陷阱——过度打磨工具反而牺牲了实际工作产出。文章是工具介绍加自省,提醒先做事再优化。

🔬The BioAI Phase Shift - Matthew McPartlon & Neil Patil, Chai Discovery

Pharma is suddenly paying for Bio × AI tools, and Chai is leading the pack with four deals closed this summer. Cofounder Matt McPartlon and Product leader Neil Patil explain why.

中文介绍 制药行业开始为生物×AI工具付费,Chai Discovery今夏已达成四笔交易,领跑BioAI赛道。联合创始人Matthew McPartlon与产品负责人Neil Patil在播客中分析这一转变的动因。

Thinking of ACE? We Can Do It with Fewer Tokens

中文介绍 IBM Research在Hugging Face发文,介绍一种以更少Token实现ACE效果的方法,旨在提升推理效率并降低计算成本,为大规模应用提供新思路。

Testing ads in ChatGPT

OpenAI begins testing ads in ChatGPT to support free access, with clear labeling, answer independence, strong privacy protections, and user control.

中文介绍 OpenAI开始在ChatGPT中测试广告,以支持免费访问。官方表示广告将明确标注,不干预答案独立性,并采取强隐私保护和用户控制措施。

Daybreak models are now available on AWS

OpenAI and AWS are making Daybreak cybersecurity capabilities available through Amazon Bedrock to support enterprise security workflows.

中文介绍 OpenAI与AWS合作,通过Amazon Bedrock提供Daybreak网络安全模型,供企业安全工作流使用,增强云端安全能力。

AI professors are negotiating the new realities of academic research

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Last week, I headed 30 miles south of San Francisco to a hotel in Mountain View, California, to join some of the most accomplished, and some of the most promising

中文介绍 MIT Technology Review报道,AI教授们正适应学术研究新现实。作者前往加州山景城与多位顶尖学者交流,探讨AI对科研生态的改变与挑战。

What building an AI-native finance function taught me

OpenAI CFO Sarah Friar shares five lessons for building an AI-native finance function, from automated forecasting to stronger controls and AI ROI.

中文介绍 OpenAI首席财务官Sarah Friar分享建设AI原生财务职能的五条经验,包括自动化预测、强化控制和评估AI投资回报率,为财务团队转型提供参考。

OpenAI’s letter to Governor Abbott on responsible AI infrastructure in Texas

OpenAI sent Governor Greg Abbott a letter outlining its commitment to responsible AI infrastructure in Texas. The letter supports reliable, transparent growth that benefits Texans.

中文介绍 OpenAI致信得州州长Greg Abbott,承诺在得州建设负责任AI基础设施,强调可靠、透明的增长,让得州居民受益。

Model ML completes finance work more efficiently with GPT-5.6 Sol

Model ML uses GPT-5.6 Sol to carry finance work from research and analysis through editable, traceable PowerPoint decks and Excel workbooks.

中文介绍 Model ML利用GPT-5.6 Sol更高效地完成金融工作,从研究分析到生成可编辑、可追踪的PowerPoint演示文稿和Excel工作簿,提升工作流效率。

Expanding Daybreak as the Cyber Defense Window Narrows

Meet GPT-5.6-Cyber, OpenAI’s cybersecurity-specific model available through Daybreak Red for authorized vulnerability research, exploit validation, and security testing.

中文介绍 OpenAI推出网络安全专用模型GPT-5.6-Cyber,通过Daybreak Red提供,用于授权漏洞研究、漏洞利用验证与安全测试。

Putting frontier cyber models in more trusted hands

Approved Daybreak partners can use OpenAI’s frontier cyber models to deliver authorized, governed cybersecurity services to customers.

中文介绍 OpenAI允许经批准的Daybreak合作伙伴使用其前沿网络模型,为客户提供授权且有治理的网络安全服务,扩大安全能力触达。

AI for science needs reasoning, not just data

Every few decades, someone announces that science has reached its end. In 1903, the revered physicist Albert Michelson wrote that the “facts of physical science have all been discovered.” In the 1980s, Stephen Hawking predicted that theoretical physics might be finished by the end of the century. Wi

中文介绍 MIT Technology Review文章指出,AI用于科学需要推理能力,而非仅仅依赖数据。文章回溯Michelson和Stephen Hawking的“科学终结”预言,强调推理带来突破。

市场总览

从技术指标整体看,美股市场维持偏强但内部分化:标普500 ETF(SPY)现价770.56,RSI 63.3,MACD红柱走阔,距离52周高点仅0.81%;QQQ略弱但仍在50日均线上方;科技股中英伟达维持多头排列,微软RSI 77.7进入超买,谷歌5日跌幅8.96%拖累板块。加密市场明显承压,恐慌贪婪指数27(恐慌),总市值约2.27万亿美元,BTC-USD MACD死叉且价格低于200日均线,ETH中性,SOL出现MACD金叉但未能扭转整体弱势。中概股技术面相对健康,阿里巴巴、拼多多、京东均站上20日和50日均线,RSI在57-62之间,短期动能偏强;腾讯控股接近均线缠绕。商品与外汇分化显著:黄金期货5日上涨8.44%,RSI 69.6,MACD柱大幅为正,属于强势上行;WTI原油亦呈多头排列;美元兑人民币RSI 30且空头排列,美元指数偏弱。整体来看,除黄金与部分美股外,多数资产处于区间震荡或下行修复阶段。

今日关注

NVDA 英伟达 (NVDA)
偏上行

价格217.5高于20/50/200日均线(207.8/206.27/194.35),呈多头排列;RSI 58处于中性偏强;MACD 3.65高于信号线1.63,红柱扩张;5日涨幅2.62%,技术setup偏上行。

GC=F 黄金期货 (GC=F)
偏上行

黄金现价4441,5日大涨8.44%;RSI 69.6逼近超买但未破70;MACD 51.1远高于信号线2.12,动能强劲;价格站上20日均线4122和50日均线4164,仅略低于200日均线4482,短期趋势明确上行。

BTC-USD 比特币 (BTC-USD)
偏下行

比特币现价63655.59,MACD呈死叉(53.61 < 信号74.66);RSI 46.9低于50;价格跌破20日均线64132.83且远低于200日均线69872.95,仅勉强高于50日均线63324.94;结合加密恐慌贪婪指数27(恐慌),技术面偏弱。

USDCNY=X 美元/人民币 (USDCNY=X)
偏下行

美元兑人民币现价6.74,RSI 30处于超卖区域;MACD -0.009低于信号线-0.0076,绿柱运行;价格低于20/50/200日均线(6.76/6.77/6.89),空头排列,且接近52周低点,趋势偏下行。

META Meta (META)
中性

Meta现价599.12,RSI 49.9贴近50多空分界;MACD -5.70与信号线-5.46几乎粘合,无明确方向;价格位于20日均线606.08下方、50日均线598.28上方,处于均线纠缠区域,技术状态中性。

全部资产

^VIX

VIX 恐慌指数

$15.28 -1.16%
5 日
-7.39%
距 52w 高
-56.7%
RSI(14)
43.7
趋势
空头
SMA 20 / 50 / 200
17.02 / 17.27 / 18.56
MACD / 信号
-0.550 / -0.274
空头排列

^TNX

10Y 美债收益率 (%)

$4.68 -0.32%
5 日
+1.23%
距 52w 高
-1.3%
RSI(14)
57.1
趋势
多头
SMA 20 / 50 / 200
4.64 / 4.55 / 4.30
MACD / 信号
0.038 / 0.041
MACD 死叉 (4 天前)接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$99.81 -0.02%
5 日
+0.12%
距 52w 高
-2.0%
RSI(14)
40.1
趋势
中性
SMA 20 / 50 / 200
100.49 / 100.53 / 99.18
MACD / 信号
-0.270 / -0.160
接近 52 周高

SPY

S&P 500 ETF

$770.56 -0.32%
5 日
-0.10%
距 52w 高
-0.8%
RSI(14)
63.3
趋势
多头
SMA 20 / 50 / 200
752.30 / 747.84 / 703.99
MACD / 信号
7.312 / 4.402
接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$718.45 -0.34%
5 日
-0.75%
距 52w 高
-4.0%
RSI(14)
55.1
趋势
多头
SMA 20 / 50 / 200
700.73 / 713.88 / 648.96
MACD / 信号
2.134 / -2.127
多头排列

AAPL

Apple

$304.91 -1.09%
5 日
-1.44%
距 52w 高
-11.5%
RSI(14)
41.9
趋势
中性
SMA 20 / 50 / 200
322.48 / 309.56 / 279.87
MACD / 信号
-0.827 / 2.444

MSFT

Microsoft

$503.81 -0.44%
5 日
+2.23%
距 52w 高
-9.0%
RSI(14)
77.7
趋势
中性
SMA 20 / 50 / 200
435.53 / 409.66 / 432.94
MACD / 信号
30.296 / 21.168
RSI 超买

NVDA

Nvidia

$217.50 -0.02%
5 日
+2.62%
距 52w 高
-8.0%
RSI(14)
58.0
趋势
多头
SMA 20 / 50 / 200
207.80 / 206.27 / 194.35
MACD / 信号
3.651 / 1.629
多头排列

GOOGL

Alphabet

$343.80 -3.84%
5 日
-8.96%
距 52w 高
-15.9%
RSI(14)
45.9
趋势
中性
SMA 20 / 50 / 200
348.23 / 355.12 / 330.11
MACD / 信号
0.261 / -1.070

TSLA

Tesla

$332.81 +0.58%
5 日
+1.67%
距 52w 高
-33.3%
RSI(14)
43.5
趋势
空头
SMA 20 / 50 / 200
336.97 / 376.16 / 407.71
MACD / 信号
-16.385 / -19.469
MACD 金叉 (2 天前)空头排列

META

Meta

$599.12 +0.71%
5 日
+1.90%
距 52w 高
-24.8%
RSI(14)
49.9
趋势
中性
SMA 20 / 50 / 200
606.08 / 598.28 / 629.93
MACD / 信号
-5.702 / -5.461
加密恐慌贪婪
27
恐慌
加密总市值
$2.27 T
-0.10% / 24h
BTC 主导率
56.3%
ETH 10.0%
24h 成交量
$51.0 B
活跃币 18,377

BTC-USD

Bitcoin

$63,655.59 -0.40%
5 日
-0.94%
距 52w 高
-49.6%
RSI(14)
46.9
趋势
中性
SMA 20 / 50 / 200
64,132.83 / 63,324.94 / 69,872.95
MACD / 信号
53.613 / 74.659
MACD 死叉 (今天)

ETH-USD

Ethereum

$1,880.12 +0.47%
5 日
-1.15%
距 52w 高
-62.0%
RSI(14)
51.0
趋势
中性
SMA 20 / 50 / 200
1,890.54 / 1,808.21 / 2,039.30
MACD / 信号
15.071 / 20.624

SOL-USD

Solana

$76.23 +0.37%
5 日
+5.03%
距 52w 高
-69.9%
RSI(14)
55.0
趋势
中性
SMA 20 / 50 / 200
74.33 / 75.46 / 83.01
MACD / 信号
-0.033 / -0.401
MACD 金叉 (3 天前)

BABA

阿里巴巴 (BABA)

$127.85 -3.38%
5 日
-0.88%
距 52w 高
-33.6%
RSI(14)
62.5
趋势
中性
SMA 20 / 50 / 200
120.76 / 114.01 / 139.73
MACD / 信号
4.689 / 3.515

PDD

拼多多 (PDD)

$90.50 -2.69%
5 日
-0.58%
距 52w 高
-35.1%
RSI(14)
59.2
趋势
中性
SMA 20 / 50 / 200
87.51 / 84.08 / 102.50
MACD / 信号
2.072 / 1.570

JD

京东 (JD)

$31.92 -4.63%
5 日
-3.18%
距 52w 高
-13.4%
RSI(14)
57.8
趋势
中性
SMA 20 / 50 / 200
31.50 / 29.18 / 29.43
MACD / 信号
1.142 / 1.129

0700.HK

腾讯控股 (0700.HK)

HK$470.80 -2.20%
5 日
-3.45%
距 52w 高
-31.1%
RSI(14)
51.8
趋势
中性
SMA 20 / 50 / 200
468.79 / 456.15 / 533.89
MACD / 信号
7.266 / 6.558

GC=F

黄金期货

$4,441.00 +1.82%
5 日
+8.44%
距 52w 高
-20.5%
RSI(14)
69.6
趋势
中性
SMA 20 / 50 / 200
4,122.00 / 4,164.13 / 4,482.02
MACD / 信号
51.099 / 2.122

CL=F

WTI 原油期货

$83.70 +1.91%
5 日
+10.47%
距 52w 高
-29.9%
RSI(14)
54.6
趋势
多头
SMA 20 / 50 / 200
82.24 / 80.26 / 76.53
MACD / 信号
0.062 / 0.146
多头排列

USDCNY=X

美元 / 人民币

¥6.74 -0.04%
5 日
-0.13%
距 52w 高
-6.2%
RSI(14)
30.0
趋势
空头
SMA 20 / 50 / 200
6.76 / 6.77 / 6.89
MACD / 信号
-0.009 / -0.008
接近 52 周低空头排列
风险提示

本报告仅基于当前公开行情数据的技术指标解读,不构成任何投资建议。过去走势不代表未来表现,技术指标存在滞后与失效可能;市场受多重因素影响,可能出现与指标状态相反的变化。仅供技术指标解读参考。

Australia politics live: Tim Wilson questions energy efficiency standards for housing, saying ‘some people call it putting a jumper on’

Coalition promises to drastically cut net overseas migration and housing construction code. Follow today’s news live Get our breaking news email, free app or daily news podcast Education minister says funding agreement with Victoria ‘very close’ The education minister, Jason Clare, says a funding de

中文摘要 澳大利亚政治直播显示,联盟党承诺大幅削减净海外移民并调整住房建筑规范;议员蒂姆·威尔逊质疑住房能效标准,称“有人称之为穿毛衣”;教育部长表示与维多利亚州的资助协议“非常接近”。

Cook Islands election: PM Mark Brown speaks on the diplomatic crises that defined his year

The prime minister tells the Guardian that last year’s diplomatic rift with ally New Zealand could be on voters’ minds as they head to the polls As voters in the Cook Islands prepare to head to the polls in a high-stakes general election, they will have much to reflect on. Over recent years, politic

中文摘要 库克群岛大选在即,总理马克·布朗对《卫报》表示,去年与盟友新西兰的外交裂痕可能成为选民关注焦点。此次高风险选举让民众有诸多需要反思之处。

Male redback spiders invite cannibalism through a ‘self-sacrificial somersault’ during sex – but why?

New research sheds light on the genetic basis of the venomous arachnid’s ‘weird mating behaviour’ Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast If you think you’ve had a bad one-night stand, spare a thought for the male redback spi

中文摘要 新研究揭示了雄性红背蛛在交配时通过“自我牺牲式翻筋斗”主动邀请被雌蛛吞食这一奇特行为的遗传基础,为理解这种有毒蛛形纲动物的怪异交配行为提供了新线索。

Trump's dramatic plane swap hints at personal stakes of Iran war

It marks another striking episode in the turbulent history of his relationship with Iran, writes Anthony Zurcher.

中文摘要 英国广播公司评论员安东尼·祖彻撰文称,特朗普戏剧性的飞机交换事件暗示其在伊朗战争中的个人利害关系,并标志着特朗普与伊朗动荡关系史上又一引人注目的插曲。

Iran war live: US fires missiles at cargo ship violating Iran blockade

US forces disable a Panama-flagged cargo ship attempting to sail towards an Iranian port.

中文摘要 在伊朗战争实时更新中,美军向一艘悬挂巴拿马国旗、试图驶向伊朗港口的货船发射导弹,将其瘫痪。美方表示,该船违反了伊朗封锁。

Cargo ship in flames after Houthi attack in Bab al-Mandeb strait

Footage shows an Egyptian-owned cargo vessel in flames in the Bab al-Mandeb strait after a suspected Houthi attack.

中文摘要 半岛电视台报道,一艘埃及所有的货船在曼德海峡遭到疑似胡塞武装的袭击后起火燃烧,视频画面显示整艘货船已陷入火海,现场情况危急。

As Death Toll From Colombia Earthquake Rises to at Least 181, Rescuers Hunt for Survivors

“We heard them screaming,” said one rescuer in Cali, where emergency workers and volunteers are racing against time to find the living trapped in the rubble.

中文摘要 哥伦比亚地震造成的死亡人数已升至至少181人。在卡利市,救援人员和志愿者争分夺秒搜寻被困废墟的幸存者,一名救援者表示:“我们听到了他们的尖叫声。”

Colombia scrambles to find survivors after deadly earthquake

At least 254 deaths have been reported so far, as rescue workers continue to sift through collapsed buildings.

中文摘要 据半岛电视台报道,哥伦比亚发生致命地震后,救援人员持续在倒塌建筑中搜寻幸存者,目前报告的死亡人数已至少达到254人,搜救工作仍在紧张进行。

Russia releases former US Marine reported in poor health

Robert Gilman, who was arrested in 2022, was left in "life-threatening condition" after being subjected to "harsh and abusive treatment", his family says.

中文摘要 俄罗斯释放前美国海军陆战队员罗伯特·吉尔曼。其家人表示,他于2022年被捕,因遭受“严苛和虐待性待遇”而处于“生命垂危状态”。

These seaside apartments were a ghost city - then police say scammers moved in

Malaysia's Forest City was pitched as "paradise" but last month police raided it over alleged scam operations.

中文摘要 马来西亚“森林城市”海滨公寓曾被宣传为“天堂”,如今却沦为鬼城。上个月,警方因涉嫌诈骗活动对这座公寓项目展开突击搜查。

How a 97-year-old escaped deadly Indian floods on a banana raft

A 97-year-old's dramatic rescue captures how Assam's floods are reaching places once thought safe.

中文摘要 印度阿萨姆邦遭遇致命洪水,一名97岁老人借助香蕉树筏惊险逃生。这起戏剧性救援事件显示,洪水正侵袭那些曾经被认为安全的地区。

Anguish of Colombian brother at rubble of building being searched for earthquake survivors

BBC Mundo has gone to the site of Torres del Limonar, a collapsed building in Cali where rescue workers fight to free survivors.

中文摘要 BBC Mundo(英国广播公司西语频道)记者探访哥伦比亚卡利市倒塌的托雷斯·德尔利莫纳尔建筑现场,救援人员正全力搜救幸存者,一名男子在瓦砾旁悲痛欲绝。

Father and sons forced to manually clear rubble in Gaza

Forced to rely on basic tools, a father and his sons are clearing the rubble of their destroyed home in Gaza.

中文摘要 在加沙地带,一名父亲与他的儿子们被迫依靠基本工具,手动清理被摧毁的家园废墟。视频画面显示,他们徒手搬运瓦砾,处境十分艰难。

Searching for Survivors After Colombia’s Earthquake

Our Colombia-based reporter Genevieve Glatsky witnesses the search for survivors after a five-story apartment building in the city of Cali collapsed in an earthquake.

中文摘要 《纽约时报》驻哥伦比亚记者杰纳维芙·格拉茨基目击了卡利市一栋五层公寓楼在地震中倒塌后的搜救过程,救援人员正在废墟中寻找幸存者。

US says helicopter fired missiles to disable ship breaking Iran blockade

US Central Command says its helicopter hit the engine room of a Panama-flagged cargo vessel in the Gulf of Oman.

中文摘要 美国中央司令部称,美军直升机在阿曼湾发射导弹击中一艘悬挂巴拿马国旗货船的发动机舱,使其瘫痪。该船被指打破伊朗封锁。

Jane Street Repaying $5.5 Billion Loan in Overhaul of Debt Load

Jane Street is repaying $5.5 billion of floating-rate loans as part of a broader overhaul of its $11 billion debt load.

中文摘要 据悉,量化交易公司Jane Street正在偿还55亿美元浮动利率贷款,作为其总额110亿美元债务全面重组的一部分,以优化整体债务结构。

Indonesian Bonds May Have Seen Worst of Selling, Analysts Say

Indonesia’s bond market, the worst performer in Asia, may bounce back as a new central bank chief is expected to support the currency while authorities address concerns about fiscal stability, analysts said.

中文摘要 分析师表示,印尼债券市场作为亚洲表现最差的市场,可能迎来反弹,因新任央行行长预计将支撑本币,同时当局正着手解决财政稳定方面的担忧。

Gold Steadies as Traders Watch US Inflation for Rate-Hike Clues

Gold steadied, as traders weighed prospects for a deal to reopen the Strait of Hormuz while awaiting US inflation data that could provide fresh clues to the Federal Reserve’s interest-rate path.

中文摘要 金价企稳,交易员权衡霍尔木兹海峡重新开放协议的前景,同时等待美国通胀数据,该数据可能为美联储利率路径提供新线索。

China Earnings to Test Rotation From AI to Internet Stocks

A rotation into China’s biggest tech firms from AI infrastructure stocks will be tested this week as earnings are due.

中文摘要 随着中国大型科技企业财报本周陆续公布,市场从AI基础设施股轮动至大型科技股的趋势将面临考验,投资者将关注轮动能否持续。

Tokenomics: Why making AI pay is tricky

Buyers of AI services are struggling to control costs and sellers are not sure how much to charge.

中文摘要 当前AI服务买家正苦于控制成本,卖家也不确定该如何收费,这凸显了AI商业化定价的困境,「代币经济学」面临现实考验。

First 'pounds for pylons' energy bill discount sites revealed

Households living within 1600ft of upgraded pylons will get £250 a year off their electricity bills.

中文摘要 英国公布首批「电塔换电费折扣」计划覆盖地点,居住在升级电塔1600英尺内的家庭,每年电费可减免250英镑,以减轻电网改造对周边居民的影响。

China's Real Estate Market Races to Defuse a $148 Billion Time Bomb

Officials are trying to fix a problem that has hung over the sector for years.

中文摘要 中国房地产市场正竞相化解一枚1480亿美元的「定时炸弹」,官员们力图解决多年来困扰该行业的难题,以稳定市场预期。

Singapore Exchange Eyes Single-Stock ETFs, Tie-Ups for Growth

Singapore Exchange Ltd. is exploring offering a broader suite of exchange-traded funds and stepping up partnerships across markets as it seeks to bolster its position as Southeast Asia’s key multi-asset exchange.

Oil Gains With Iran in Focus, CoreWeave Rallies: Markets Wrap

Crude oil posted a modest gain as traders remained wary over the prospects for a Middle East deal, tempering the mood ahead of crucial US inflation data. Sentiment toward technology stocks remained buoyant, with CoreWeave Inc. shares surging after the company bolstered its outlook.

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