每日简报

2026-07-10

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MadsLorentzen/ai-job-search

TypeScript · ★ 18,934 · 🍴 5,482 · 📈 3,716 stars today

AI-powered job application framework built on Claude Code. Fork it, fill in your profile, and let Claude evaluate jobs, tailor CVs, write cover letters, and prepare you for interviews.

中文介绍 基于Claude Code的AI求职框架。开发者可fork后填写个人资料,让Claude自动评估职位、定制简历、撰写求职信并准备面试,大幅提升求职效率。

SmartlyDressedGames/U3-SDK

C# · ★ 2,004 · 🍴 257 · 📈 524 stars today

Source code for Unturned, a free open-world zombie survival sandbox game.

中文介绍 免费开放世界丧尸生存沙盒游戏Unturned的完整源代码,供开发者学习和修改,用于游戏模组开发或研究游戏架构。

addyosmani/agent-skills

JavaScript · ★ 75,849 · 🍴 8,158 · 📈 2,554 stars today

Production-grade engineering skills for AI coding agents.

中文介绍 为AI编码代理提供生产级工程技能的技术合集,包括调试、测试、代码审查等能力,帮助代理在真实开发场景中表现更专业。

VoltAgent/awesome-design-md

★ 99,646 · 🍴 11,573 · 📈 1,391 stars today

A collection of DESIGN.md files analysis by popular brand design systems. Drop one into your project and let coding agents generate a matching UI.

中文介绍 收集流行品牌设计系统的DESIGN.md文件分析。开发者可将文件加入项目,让编码代理根据设计规范自动生成风格匹配的UI。

iOfficeAI/OfficeCLI

C# · ★ 13,398 · 🍴 913 · 📈 1,929 stars today

OfficeCLI is the first and best Office suite purpose-built for AI agents to read, edit, and automate Word, Excel, and PowerPoint files. Free, open-source, single binary, no Office installation required.

中文介绍 专为AI代理打造的Office套件命令行工具,支持读写和自动化Word、Excel、PPT文件。免费开源、单二进制文件,无需安装Office即可运行。

wonderwhy-er/DesktopCommanderMCP

TypeScript · ★ 6,568 · 🍴 781 · 📈 185 stars today

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

中文介绍 为Claude设计的MCP服务器,赋予其终端控制、文件系统搜索和diff文件编辑能力,使AI能直接操作桌面环境。

anthropics/claude-cookbooks

Jupyter Notebook · ★ 47,145 · 🍴 5,555 · 📈 194 stars today

A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.

中文介绍 官方提供的Claude使用示例集合,包含Notebook和食谱,展示提示工程、工具调用、多模态等有趣且高效的用法。

vxcontrol/pentagi

Go · ★ 19,380 · 🍴 2,621 · 📈 535 stars today

Fully autonomous AI Agents system capable of performing complex penetration testing tasks

中文介绍 全自主AI代理系统,能独立执行复杂的渗透测试任务,包括信息收集、漏洞扫描、攻击模拟等,用于自动化安全评估。

unclecode/crawl4ai

Python · ★ 71,813 · 🍴 7,376 · 📈 215 stars today

🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN

中文介绍 开源LLM友好的网络爬虫与抓取工具,可结构化为AI代理提取网页内容,支持动态渲染、异步并行,适用于数据采集和知识图谱构建。

imthenachoman/How-To-Secure-A-Linux-Server

★ 29,071 · 🍴 1,938 · 📈 243 stars today

An evolving how-to guide for securing a Linux server.

中文介绍 持续更新的Linux服务器安全加固指南,涵盖SSH配置、防火墙、入侵检测、日志审计等最佳实践,适合运维人员参考。

huxingyi/autoremesher

C++ · ★ 2,353 · 🍴 172 · 📈 403 stars today

Automatic quad remeshing tool

中文介绍 自动四边形网格重划分工具,将三角网格转换为高质量四边网格,用于3D建模、动画和仿真中的拓扑优化。

bradautomates/claude-video

Python · ★ 6,685 · 🍴 769 · 📈 718 stars today

Give Claude the ability to watch any video. /watch downloads, extracts frames, transcribes, hands it all to Claude.

中文介绍 让Claude具备观看视频的能力:通过下载、提取帧、转录文字,将视频内容传递给Claude进行分析和问答。

prisma/prisma

TypeScript · ★ 46,892 · 🍴 2,329 · 📈 376 stars today

Next-generation ORM for Node.js & TypeScript | PostgreSQL, MySQL, MariaDB, SQL Server, SQLite, MongoDB and CockroachDB

中文介绍 新一代Node.js/TypeScript ORM,支持PostgreSQL、MySQL、SQLite、MongoDB等主流数据库,提供类型安全查询和自动迁移。

kyutai-labs/pocket-tts

Python · ★ 6,968 · 🍴 700 · 📈 235 stars today

A TTS that fits in your CPU (and pocket)

中文介绍 轻量级文本转语音模型,可在普通CPU上实时运行,无需GPU,适合边缘设备、离线应用和资源受限场景。

asgeirtj/system_prompts_leaks

JavaScript · ★ 55,138 · 🍴 9,005 · 📈 1,125 stars today

Extracted system prompts from Anthropic - Claude Fable 5, Opus 4.8, Claude Code, Claude Design. OpenAI - ChatGPT 5.5 Thinking, GPT 5.5 Instant, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor, Copilot, VS Code, Perplexity, and more. Updated regularly.

中文介绍 从Anthropic、OpenAI、Google等公司AI模型中提取的系统提示词泄露集合,包括Claude、GPT、Gemini系列模型,供研究提示工程和安全分析。

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

👍 71

Structure-property relationships are foundational to biology, chemistry and materials science, where function, reactivity and physical response emerge from spatial, chemical and periodic organization. Mechanistically explaining these relationships requires interpreting structural evidence through sc

中文介绍 提出 Deep Native Structural Reasoning,一种深度学习方法,用于跨学科(生物、化学、材料)的结构-性质关系理解,通过解释结构证据实现准确、透明的机理分析。

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

👍 55

Scaling modern large language models (LLMs) to long contexts is limited by the quadratic computation cost, and poor length extrapolation of dense attention. Chunk-wise sparse attention offers a promising alternative, but all existing methods fall short of full attention because of their inaccurate c

中文介绍 提出一种层级稀疏注意力方法,用于无限上下文建模。通过分块稀疏注意力降低二次计算成本,并改善长度外推能力,在长上下文任务中接近全注意力性能。

Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation

👍 44

Mainstream Vision-Language-Action (VLA) models predict actions primarily from the current observation under a Markovian assumption, thus struggling with long-horizon, temporally dependent tasks. Existing memory-augmented VLAs either expand the observation window or retrieve history from the memory b

中文介绍 提出 Dual Latent Memory 模块,增强 Vision-Language-Action (VLA) 模型的长期记忆能力,解决长时域机器人操作任务中的马尔可夫假设局限,提升复杂任务成功率。

Gemma 4 Technical Report

👍 39

We introduce Gemma 4, a new generation of open-weight, natively multimodal language models in the Gemma model family. Designed to advance compute efficiency and reasoning, the Gemma 4 model suite features dense and Mixture-of-Experts architectures, ranging from 2.3B to 31B parameters. Alongside impr

中文介绍 发布 Gemma 4 系列开放权重多模态语言模型,提供 Dense 和 Mixture-of-Experts 架构(2.3B-31B 参数),在计算效率和推理能力上提升,支持多种模态输入。

Vision as Unified Multimodal Generation

👍 38

We formulate computer vision as unified multimodal generation, where heterogeneous visual tasks are expressed in the native text and image generation spaces of a unified multimodal model, without task-specific architectures. Under this formulation, SenseNova-Vision uses natural-language instructions

中文介绍 将计算机视觉统一为多模态生成任务,提出 SenseNova-Vision,通过自然语言指令在文本和图像生成空间中表达多种视觉任务,无需任务专用架构,实现统一建模。

DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation

👍 25

Speculative decoding accelerates Large Language Model (LLM) inference by decoupling draft generation from target verification. While recent parallel drafters efficiently propose long token sequences in a single forward pass, they suffer from rapid acceptance decay due to a lack of inter-token depend

中文介绍 提出 DSpark,一种置信度调度的半自回归推测解码方法。通过引入半自回归草稿生成和置信度调度策略,缓解并行草稿的接受率衰减问题,显著加速 LLM 推理。

Infinite Worlds with Versatile Interactions

👍 21

We present LingBot-World 2.0 (also known as LingBot-World-Infinity), an advanced iteration of LingBot-World featuring four distinct upgrades. (1) Our model achieves an unbounded interaction horizon while maintaining consistent output quality, benefiting from a carefully crafted causal pretraining pa

中文介绍 提出 LingBot-World 2.0(LingBot-World-Infinity),支持无限交互视界的高质量输出。通过因果预训练等四项升级,实现一致的多模态交互,在 3D 世界生成与交互任务上性能显著提升。

LLM-as-a-Tutor: Policy-Aware Prompt Adaptation for Non-Verifiable RL

👍 20

Reinforcement learning (RL) for non-verifiable instruction following increasingly relies on LLM judges with prompt-specific rubrics as reward signals. While recent methods adapt these rubrics to the evolving policy during training, the training prompts themselves remain static, drawn from fixed corp

中文介绍 提出 LLM-as-a-Tutor 框架,在非可验证指令跟随强化学习中,采用策略感知的提示自适应方法,动态调整训练提示和评分标准,提升奖励信号的准确性与训练效率。

Parallelized Autoregressive Decoding for Omni-Modal Dense Video Captioning

👍 18

Dense video captioning aims to generate temporally grounded descriptions of video events, benefiting both event-level video understanding and generation. In this domain, autoregressive video large language models have emerged as a prevalent paradigm due to their strong generative and cross-modal mod

中文介绍 提出并行自回归解码方法,用于全模态密集视频描述。通过并行化生成过程,加速视频大语言模型的时序事件描述,同时保持跨模态生成质量。

JD Oxygen AI Item Center (Oxygen AIIC) V1: An Industrial-Scale LLM/VLM-Centric Solution for Item Understanding, Management, and Applications

👍 13

JD.com, one of the world's largest e-commerce platforms, serves over 700 million active users and millions of merchants, with a catalog of tens of billions of SKUs. At this scale, high-quality, structured item knowledge underpins a better consumer experience, lower management costs, and higher opera

中文介绍 京东提出 Oxygen AIIC V1,基于 LLM/VLM 的工业级商品理解与管理方案,处理数百亿 SKU,实现高质量结构化商品知识,提升用户体验与运营效率。

TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

👍 13

On-policy distillation (OPD) trains a student policy by matching a stronger teacher on the student's own trajectories, offering a promising framework for language agent training. However, its application to long-horizon agentic tasks remains insufficiently explored. We identify two key inefficiencie

中文介绍 提出 TurnOPD,一种回合感知的 on-policy 蒸馏方法,解决长时域语言智能体训练中的分布式偏移和更新效率问题,加速学生策略的收敛。

From Foundation to Application: Improving VLA Models in Practice

👍 12

Despite recent progress of VLA foundation models, the disparity between laboratory conditions and real-world applications continues to impede their practical implementation. To bridge this gap, we present LingBot-VLA 2.0, which advances LingBot-VLA through improvements in three functional domains. (

中文介绍 提出 LingBot-VLA 2.0,针对现实应用场景改进基础 VLA 模型,在三个功能域(感知、推理、控制)进行优化,缩小实验室与实际部署的差距。

MentalThink: Shaping Thoughts in Mental SVG World

👍 11

We introduce MentalThink, a visual-symbolic reasoning paradigm that equips Multimodal LLMs (MLLMs) with an executable mechanism for "mental" visualization. The core of MentalThink is a think-with-SVG pipeline, where the model learns to generate, render, and interpret scalable vector graphics (SVG) c

中文介绍 提出 MentalThink,一种视觉-符号推理范式,让多模态大语言模型通过生成、渲染和解释 SVG 图形进行「心智」可视化,增强空间推理和抽象能力。

CanvasAgent: Enabling Complex Image Creation and Editing via Visual Tool Orchestration

👍 9

Complex image creation and editing often require more than a single generation or editing model. A user request may involve synthesizing images, localizing objects, segmenting regions, editing selected content, compositing intermediate assets, reading text, and enhancing the final result. Such tasks

中文介绍 提出 CanvasAgent,一种基于视觉工具编排的智能体,能够自动组合图像生成、分割、编辑、合成等多种模型,完成复杂的图像创建与编辑任务。

PointDiT: Pixel-Space Diffusion for Monocular Geometry Estimation

👍 9

State-of-the-art single-image 3D reconstruction methods often rely on complex hybrid architectures and loss functions, or compress geometry into latent spaces in order to leverage pre-trained latent diffusion models. In this work, we show that such architectural overhead and intricate loss formulati

中文介绍 提出 PointDiT,直接在像素空间进行扩散建模,用于单目深度与几何估计,避免复杂的混合架构和潜在空间压缩,简化训练并提升精度。

CGGS: Consistency-Augmented Geometric Gaussian Splatting for Ego-centric 3D Scene Generation

👍 7

Challenges remain in ego-centric 3D scene generation due to limited view overlap and the dominant influence of individual perspectives on scene interpretation. These factors hinder the creation of viewpoint-consistent and semantically aligned visual content, as well as the construction of accurate g

中文介绍 提出 CGGS(Consistency-Augmented Geometric Gaussian Splatting),通过一致性约束增强高斯泼溅,解决自中心 3D 场景生成中视角重叠少、语义不一致的问题。

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

👍 6

Reinforcement learning (RL) is becoming increasingly important for post-training large language models (LLMs). Previous RL pipelines for LLMs were mostly synchronous and batch-interleaved, which is inefficient for long-horizon agentic tasks. Recently, asynchronous RL has emerged as a more efficient

中文介绍 提出单次 rollout 异步优化框架,用于智能体强化学习(Agentic RL),解决长时域任务中同步批处理低效问题,加速 LLM 后训练过程。

RoboDojo: A Unified Sim-and-Real Benchmark for Comprehensive Evaluation of Generalist Robot Manipulation Policies

👍 6

Generalist robot manipulation policies have advanced rapidly, yet existing benchmarks remain limited in systematically evaluating their capabilities. Many rely on simple, short-horizon, or skill-narrow tasks with limited capability coverage, and are often conducted only in simulation or only in the

中文介绍 提出 RoboDojo,一个统一的仿真与真实机器人操作策略基准,覆盖多样化长时域任务,支持对通用操作策略进行系统评估,弥补现有基准在任务复杂度和环境多样性上的不足。

Attending to Multimodal Generation One Token at a Time

👍 6

Multimodal large language models (MLLMs) generate responses autoregressively, integrating visual and linguistic information in an evolving context. Prior work on interpretability has focused on individual layers and circuits (where), leaving the token-level dynamics of multimodal computation during

中文介绍 研究多模态大语言模型在自回归生成过程中 token 级的注意力动态,揭示视觉与语言信息交互的细粒度机制,为模型可解释性提供新视角。

Quantifying and Expanding the Theoretical Capacity of Late-Interaction Retrieval Models

👍 6

Late-interaction retrieval models that use the MaxSim similarity function have shown strong empirical performance, often outperforming single-vector dense and sparse retrieval models. Despite these empirical findings, little is known about the theoretical representation power of MaxSim and how it co

中文介绍 量化并扩展基于 MaxSim 的晚期交互检索模型的理论表示能力,证明其相比单向量稠密和稀疏模型的优势,并提出改进方向以进一步提升检索性能。

The Task Economy - Data will be the next $1 Trillion Category

@EverettRandle · 19.4K 粉丝 · 484.8K 阅 · 507 赞 · 56 转

The Token Economy When we talk about AI today, tokens are king. Specifically, inference tokens have emerged as the primary proxy for tracking the growth of the AI ecosystem. Public companies report

中文介绍 讨论AI经济中推理token已成为增长代理指标,但提出下一个万亿美元类别将是数据。从token经济转向任务经济,数据将成为新驱动力,而非单纯的推理计算。

Own the Outer Loop

@addyosmani · 405.4K 粉丝 · 396.4K 阅 · 547 赞 · 69 转

In the past year, the conversation around agentic engineering has moved to harnesses and loops, fleets and software factories. My 2c is engineers need to own the outer loop - the accountability for

中文介绍 关于agent工程化的讨论已转向outer loop(外部循环)。作者主张工程师应负责outer loop,即对系统整体问责,而非仅优化inner loop,强调全局责任与协调。

This prompt will change your life

@EXM7777 · 123.5K 粉丝 · 233.6K 阅 · 554 赞 · 38 转

for most people, fable has a few hours left to live... this is the smartest model that ever existed and everyone's spending its last night building one more app i made it do something 100x more

中文介绍 分享一个能改变生活方式的prompt:在最强模型Fable即将被弃用时,用它做100倍更有价值的事,而非继续建普通app。强调跳出惯性思维,发挥模型真正潜力。

How to become an applied AI engineer

@eyad_khrais · 20.2K 粉丝 · 225.8K 阅 · 508 赞 · 38 转

I wrote this as the guide I would have wanted before making the transition into Applied AI Engineering. The role broadly overlaps with traditional software engineering, but it adds a few important

中文介绍 从传统软件工程转型应用AI工程师的实战指南。指出角色重叠但新增关键技能如模型调优、数据管道,提供转型路径与注意事项,帮助开发者少走弯路。

The Heretic’s Guide to AI’s Stars Part III: AI Demand, Offshore Financing, & Compression Too

@michaeljburry · 2.0M 粉丝 · 209.2K 阅 · 508 赞 · 51 转

“They are just flying empty airplanes around.” - Son NVIDIA is the North Star, Orion, the whole Milky Way. NVIDIA is benefitting from strong demand, but is selling into a concentrated set of buyers

中文介绍 分析AI明星企业NVIDIA现状:需求强劲但买家高度集中,搭配离岸融资和压缩现象。暗示市场可能存在泡沫风险,质疑需求的可持续性。

Expanding Managed Agents in Gemini API: background tasks, remote MCP and more

@GoogleAIStudio · 184.1K 粉丝 · 165.4K 阅 · 504 赞 · 62 转

Today we’re announcing new capabilities in Managed Agents in Gemini API, including background execution, remote MCP server integration, custom function calling and refreshing credentials across

中文介绍 Google AI Studio宣布Gemini API中Managed Agents新功能:后台执行、远程MCP服务器集成、自定义函数调用及跨会话凭据刷新。增强agent在复杂任务中的自主能力。

Model and effort in Claude Code: knowing more vs. trying harder

@ClaudeDevs · 564.6K 粉丝 · 95.9K 阅 · 1.5K 赞 · 100 转

Claude Code gives you two settings that both seem to "make the answer better": the model, and the effort level. But what do these actually do to the output? And how do you know whether to reach for a

中文介绍 对比Claude Code中两个提升回答质量的参数:模型(knowing more)与努力程度(trying harder)。分析两者对输出的实际影响,并给出使用选择建议。

You can go from zero to hireable AI engineer in 4 months. Here's the exact path.

@free_ai_guides · 11.1K 粉丝 · 59.1K 阅 · 503 赞 · 114 转

AI engineering is one of the best-paid, fastest-growing jobs in tech right now. And the door to it just got wider than it's ever been. Most guides get this wrong. They hand you a wall of theory, tell

中文介绍 提供从零到可雇佣AI工程师的4个月学习路径。批评多数指南堆砌理论,该路径注重实战项目,强调AI工程高薪且入门门槛已降低,适合快速转行。

How to Distill a $10M+ AI Researcher

@JIACHENLIU8 · 2.9K 粉丝 · 48.9K 阅 · 508 赞 · 28 转

tldr: Research Process > Research Outcomes Everyone says the best researchers have great intuition. They seem to know which questions are worth asking before the field recognizes them as important.

中文介绍 观点:顶级AI研究员的价值在于研究过程而非结果。他们能先于领域识别重要问题,直觉来自过程导向的思考方式。提炼如何培养这种发现问题直觉。

Unicity Labs and Quant Partner to Bring Verifiable Execution to Agentic Trading

@unicity_labs · 127.3K 粉丝 · 4.5K 阅 · 520 赞 · 827 转

Today we're announcing a partnership between Unicity Labs and @tryquantio to build the secure foundation for agentic finance. Quant - the AI intelligence and execution layer for the agentic future

中文介绍 Unicity Labs与Quant合作,为agent金融交易构建可验证执行层。Quant作为AI智能与执行层,旨在实现去中心化、安全且可审计的代理交易基础设施。

A Google Knowledge Panel Isn't a Vanity Badge. Here's What It Actually Is - and How I Earned Mine.

@krudhrah · 1.2K 粉丝 · 1.3K 阅 · 517 赞

Search my name — "Rudhrah Keshav" — and Google doesn't just show you links. It shows you a panel: my photo, my profession, my date of birth, my education, my podcast, my profiles. All assembled by

中文介绍 解释Google知识面板并非虚荣徽章,而是Google基于权威来源聚合的个人信息展示。作者分享自己获得面板的方法,强调需要可靠的在线存在和引用。

Anthropic found a hidden space where Claude puzzles over concepts

The AI firm Anthropic has developed a technique that has given it the clearest glimpse yet at what’s really going on inside large language models as they answer questions or carry out tasks. What they found ranges from the mundane to the unnerving. Researchers at the company built a tool called the

中文介绍 Anthropic开发出一项技术,首次清晰揭示大语言模型在回答或执行任务时的内部运作,发现结果从平常到令人不安。

GPT-5.6 is now the preferred model in Microsoft 365 Copilot

Learn how GPT-5.6 powers Microsoft 365 Copilot with stronger AI capabilities across Word, Excel, PowerPoint, Chat, and Cowork for faster, higher-quality work.

中文介绍 GPT-5.6现成为Microsoft 365 Copilot首选模型,增强Word、Excel、PowerPoint、Chat和Cowork等应用的AI能力,提升工作速度与质量。

ChatGPT is now a partner for your most ambitious work

ChatGPT Work is an agent that can take action across your apps and files, stay with a project for hours if needed, and turn a goal into finished work.

中文介绍 OpenAI推出ChatGPT Work,一个能跨应用和文件操作、持续数小时跟进项目、将目标转化为完成的智能体助手。

GPT-5.5 Bio Bug Bounty

Details about the OpenAI Bio Bounty program

中文介绍 OpenAI公布GPT-5.5生物漏洞赏金计划(Bio Bounty)的详细内容。

GPT-5.6: Frontier intelligence that scales with your ambition

More intelligence from every token, stronger performance per dollar, and more capability on demand for your hardest work.

中文介绍 GPT-5.6发布,每token提供更高智能、更强性价比,可按需扩展能力以应对最困难任务。

not much happened today

**OpenAI** launched the **GPT-5.6** family including **Sol, Terra, and Luna** models, integrated across **ChatGPT, Codex, and API** with immediate rollout. The release emphasized improved **performance-per-dollar** with pricing matching GPT-5.5 but better capabilities, introducing new features like

中文介绍 OpenAI发布GPT-5.6系列模型(Sol、Terra、Luna),集成至ChatGPT、Codex和API,定价与GPT-5.5持平但能力更强,强调性价比提升。

Why AI Infrastructure must evolve for Agent Experience — Akshat Bubna, Modal CTO

2 years after our first coverage, we return with Modal's other cofounder to explore why Agent Experience is working now, and everything they have learned building the new agent cloud.

中文介绍 Modal CTO Akshat Bubna阐述为何AI基础设施必须为Agent体验进化,分享构建新Agent云过程中的经验教训。

Data for Agents

中文介绍 Nvidia在Hugging Face博客发布关于Agent数据的文章《Data for Agents》。

Our approach to government and national security partnerships

Learn how OpenAI approaches government and national security partnerships, with principles for responsible AI use, democratic accountability, and public safety.

中文介绍 OpenAI阐述其政府与国家安全合作方法,包括负责任AI使用、民主问责和公共安全原则。

Separating signal from noise in coding evaluations

A new analysis from OpenAI reveals issues in SWE-Bench Pro, a popular coding benchmark, raising concerns about reliability and accuracy in evaluating AI models.

中文介绍 OpenAI新分析揭示流行编码基准SWE-Bench Pro存在可靠性与准确性问题,引发对AI模型评估方法的担忧。

Helping K–12 educators build practical AI skills

OpenAI Academy and the Walton Family Foundation are bringing hands-on AI Skills Jams to help K–12 educators build practical AI skills for the classroom.

中文介绍 OpenAI学院与沃尔顿家庭基金会合作举办AI技能工作坊,帮助K-12教育工作者掌握课堂实用AI技能。

not much happened today

**xAI** publicly launched **Grok 4.5**, a new coding-and-agents-focused frontier model emphasizing capability-per-dollar rather than benchmark supremacy. Elon Musk described it as "Opus-class" but faster, more token-efficient, and lower cost, with a **1.5 trillion parameter** size, making it 3x larg

中文介绍 xAI公开发布Grok 4.5,参数规模1.5万亿,专注编码与智能体,强调每美元能力而非基准领先,Elon Musk称其为「Opus级」但更快、更高效、成本更低。

市场总览

当前市场技术面呈现显著分化。美股方面,SPY和QQQ均维持多头排列,SPY距52周高点仅1.14%,RSI 57.1,MACD金叉,整体偏强;但个股如TSLA空头排列,微软死亡交叉,显示分化加剧。加密市场在恐慌贪婪指数23(极度恐慌)背景下整体承压,BTC-USD和ETH-USD均处于空头排列,价格远低于200日均线,BTC主导率56.3%反映了资金向比特币集中。中概股近期出现反弹,BABA和JD五日内涨超4%,但结构仍为空头排列,RSI在中性区域,属超跌修复。商品外汇方面,黄金期货RSI 44.2,MACD金叉但均线空头,原油RSI 38.5接近超卖,趋势中性偏弱;美元指数DXY处于多头排列但MACD死叉,10Y美债收益率多头排列且MACD金叉,整体利率预期偏强。

今日关注

AAPL Apple
偏上行

Apple当前价格316.22美元,距52周高点仅差0.37%,1日涨幅0.9%,5日涨幅7.42%,显示短期强势。RSI14为63.8(正常偏强),MACD金叉且MACD值3.95高于信号线1.21,同时价格站上SMA20(296.92)、SMA50(296.88)和SMA200(272.15),形成典型多头排列。指标一致指向中期偏上行趋势。

TSLA Tesla
偏下行

Tesla股价406.55美元,距52周高点回落18.5%,5日下跌4.41%。RSI14为50.9中性,但趋势标记为bearish,信号显示空头排列(价格低于SMA200=418.27,且SMA50=408.56低于SMA200)。MACD值-0.55虽高于信号线-1.63形成金叉,但均线系统空头压制,整体技术结构偏下行。

BTC-USD Bitcoin
偏下行

Bitcoin当前63188美元,距52周高点下跌49.93%,远低于200日均线(74224美元)。RSI14为50.2中性,但趋势bearish,信号显示空头排列(SMA20=61820 < SMA50=65636 < SMA200=74224)。MACD值-613.69仍为负,但已高于信号线-1204.6,暗示可能形成金叉,但价格结构尚未反转。加密恐慌指数23(极度恐慌)亦反映市场悲观情绪。

CL=F WTI 原油期货
中性

WTI原油期货71.95美元,1日跌2.14%,5日涨4.91%,距52周高点回落39.78%。RSI14为38.5进入超卖区域,MACD值-5.17高于信号线-5.82形成金叉,但趋势为neutral,且价格低于SMA20(74.72)和SMA50(88.43),同时低于SMA200(74.17)。金叉与超卖提供潜在反弹信号,但均线空头压制,短期多空因素交织,方向不明。

0700.HK 腾讯控股 (0700.HK)
中性

腾讯控股469.6港元,1日跌1.92%,5日涨9.16%,距52周高点下跌31.24%。RSI14为58.9,MACD值1.32高于信号线-4.82形成金叉,趋势标注neutral。价格站上SMA20(443.09)和SMA50(451.7),但仍低于SMA200(554.97)。短期反弹动能较强,但长期均线仍下行,技术面处于多空拉锯状态。

全部资产

^VIX

VIX 恐慌指数

$15.84 -6.27%
5 日
-4.52%
距 52w 高
-55.1%
RSI(14)
44.3
趋势
空头
SMA 20 / 50 / 200
17.54 / 17.44 / 18.68
MACD / 信号
-0.469 / -0.275
空头排列

^TNX

10Y 美债收益率 (%)

$4.54 -0.66%
5 日
+2.74%
距 52w 高
-3.2%
RSI(14)
57.6
趋势
多头
SMA 20 / 50 / 200
4.47 / 4.47 / 4.24
MACD / 信号
0.012 / -0.000
MACD 金叉 (2 天前)多头排列

DX-Y.NYB

美元指数 DXY

$100.92 -0.13%
5 日
-0.47%
距 52w 高
-0.9%
RSI(14)
57.2
趋势
多头
SMA 20 / 50 / 200
100.75 / 99.65 / 98.92
MACD / 信号
0.410 / 0.481
MACD 死叉 (3 天前)接近 52 周高多头排列

SPY

S&P 500 ETF

$751.71 +0.85%
5 日
+0.80%
距 52w 高
-1.1%
RSI(14)
57.1
趋势
多头
SMA 20 / 50 / 200
742.34 / 740.37 / 694.04
MACD / 信号
2.611 / 2.012
MACD 金叉 (3 天前)接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$723.28 +1.66%
5 日
-0.26%
距 52w 高
-3.4%
RSI(14)
52.1
趋势
多头
SMA 20 / 50 / 200
720.97 / 713.80 / 637.39
MACD / 信号
1.328 / 3.184
多头排列

AAPL

Apple

$316.22 +0.90%
5 日
+7.42%
距 52w 高
-0.4%
RSI(14)
63.8
趋势
多头
SMA 20 / 50 / 200
296.92 / 296.88 / 272.15
MACD / 信号
3.953 / 1.214
MACD 金叉 (4 天前)接近 52 周高多头排列

MSFT

Microsoft

$384.36 +0.27%
5 日
+0.02%
距 52w 高
-30.8%
RSI(14)
47.1
趋势
空头
SMA 20 / 50 / 200
381.13 / 404.50 / 442.93
MACD / 信号
-6.179 / -8.655
MACD 金叉 (4 天前)空头排列

NVDA

Nvidia

$202.78 -0.66%
5 日
+2.63%
距 52w 高
-14.3%
RSI(14)
49.7
趋势
中性
SMA 20 / 50 / 200
201.42 / 209.24 / 191.53
MACD / 信号
-2.804 / -3.289
MACD 金叉 (1 天前)

GOOGL

Alphabet

$358.89 -0.84%
5 日
-0.64%
距 52w 高
-12.2%
RSI(14)
48.2
趋势
中性
SMA 20 / 50 / 200
357.84 / 372.60 / 318.39
MACD / 信号
-1.755 / -3.236
MACD 金叉 (4 天前)

TSLA

Tesla

$406.55 +3.17%
5 日
-4.41%
距 52w 高
-18.5%
RSI(14)
50.9
趋势
空头
SMA 20 / 50 / 200
399.57 / 408.56 / 418.27
MACD / 信号
-0.553 / -1.633
空头排列

META

Meta

$631.48 +4.70%
5 日
+3.03%
距 52w 高
-20.7%
RSI(14)
60.0
趋势
中性
SMA 20 / 50 / 200
579.69 / 600.49 / 643.20
MACD / 信号
2.721 / -5.483
加密恐慌贪婪
23
极度恐慌
加密总市值
$2.25 T
+1.16% / 24h
BTC 主导率
56.3%
ETH 9.4%
24h 成交量
$61.1 B
活跃币 13,741

BTC-USD

Bitcoin

$63,188.02 +1.49%
5 日
+0.16%
距 52w 高
-49.9%
RSI(14)
50.2
趋势
空头
SMA 20 / 50 / 200
61,820.39 / 65,636.36 / 74,224.59
MACD / 信号
-613.686 / -1,204.595
空头排列

ETH-USD

Ethereum

$1,744.12 +0.08%
5 日
-1.96%
距 52w 高
-64.8%
RSI(14)
52.2
趋势
空头
SMA 20 / 50 / 200
1,679.87 / 1,779.55 / 2,239.18
MACD / 信号
-0.598 / -24.036
空头排列

SOL-USD

Solana

$77.99 +0.26%
5 日
-4.48%
距 52w 高
-69.2%
RSI(14)
54.4
趋势
中性
SMA 20 / 50 / 200
75.32 / 74.87 / 92.44
MACD / 信号
1.924 / 1.383

BABA

阿里巴巴 (BABA)

$111.14 +1.98%
5 日
+13.42%
距 52w 高
-42.3%
RSI(14)
53.9
趋势
空头
SMA 20 / 50 / 200
103.90 / 120.50 / 145.90
MACD / 信号
-5.098 / -7.016
MACD 金叉 (2 天前)空头排列

PDD

拼多多 (PDD)

$85.88 +1.35%
5 日
+4.07%
距 52w 高
-38.4%
RSI(14)
56.5
趋势
空头
SMA 20 / 50 / 200
80.21 / 88.22 / 107.50
MACD / 信号
-1.081 / -2.588
空头排列

JD

京东 (JD)

$27.74 +0.40%
5 日
+5.44%
距 52w 高
-24.7%
RSI(14)
52.1
趋势
空头
SMA 20 / 50 / 200
26.96 / 29.01 / 29.78
MACD / 信号
-0.592 / -0.864
MACD 金叉 (3 天前)空头排列

0700.HK

腾讯控股 (0700.HK)

HK$469.60 -1.92%
5 日
+9.16%
距 52w 高
-31.2%
RSI(14)
58.9
趋势
中性
SMA 20 / 50 / 200
443.09 / 451.70 / 554.97
MACD / 信号
1.320 / -4.818
MACD 金叉 (3 天前)

GC=F

黄金期货

$4,130.60 +1.47%
5 日
+1.53%
距 52w 高
-26.1%
RSI(14)
44.2
趋势
空头
SMA 20 / 50 / 200
4,139.74 / 4,383.00 / 4,465.36
MACD / 信号
-83.570 / -100.795
死叉(SMA50↓SMA200) (5 天前)MACD 金叉 (4 天前)空头排列

CL=F

WTI 原油期货

$71.95 -2.14%
5 日
+4.91%
距 52w 高
-39.8%
RSI(14)
38.5
趋势
中性
SMA 20 / 50 / 200
74.72 / 88.43 / 74.17
MACD / 信号
-5.174 / -5.824
MACD 金叉 (1 天前)

USDCNY=X

美元 / 人民币

¥6.79 -0.15%
5 日
+0.06%
距 52w 高
-5.8%
RSI(14)
53.6
趋势
中性
SMA 20 / 50 / 200
6.78 / 6.79 / 6.93
MACD / 信号
0.003 / 0.001
接近 52 周低
风险提示

过去走势不代表未来表现,本报告仅基于公开行情数据计算的技术指标进行客观描述,不构成任何投资建议。仅供技术指标解读参考,请结合自身风险承受能力独立判断。

Australia news live: Angus Taylor happy to ‘work with’ One Nation against Labor despite speech warning of ‘eternity of pain’ under Hanson

One Nation leader welcomed by far-right figures including Tommy Robinson and Rupert Lowe. Get our breaking news email, free app or daily news podcast Telstra aware of investigation into death in South Australia during triple zero issues Telstra said it is aware South Australia police are investigati

中文摘要 澳大利亚反对党副领袖Angus Taylor表示愿意与One Nation合作对抗工党,尽管此前有演讲警告称在Pauline Hanson领导下将带来“永恒的痛苦”。One Nation党魁受到Tommy Robinson等极右翼人物欢迎。Telstra知悉南澳三零电话问题期间死亡事件的调查。

Live Updates: U.S. and Iran Sink Into Violent Cycle After Latest Strikes

As Iranians buried their slain leader, Ayatollah Ali Khamenei, prospects for a long-term peace deal appeared to be dimming.

中文摘要 美国与伊朗在最新打击后陷入暴力循环。伊朗民众为遇害的最高领袖哈梅内伊下葬,长期和平协议的前景黯淡。

Iran war live: New attacks on Iran as US says talks still on

Washington official says US not behind the latest strikes and that technical talks with Iran continue.

中文摘要 伊朗遭受新的袭击,但美国官员表示美国并非最新打击的幕后,与伊朗的技术性会谈仍在继续。

Here’s the latest.

中文摘要 关于美伊冲突的最新消息,暂无具体细节。

Pianist Jayson Gillham loses discrimination case against Melbourne symphony orchestra over Gaza comments

Gillham claimed Melbourne concert in 2024 cancelled in attempt to silence him over stance on Israel attacks on Gaza A classical pianist who sued the Melbourne Symphony Orchestra has lost his case after he alleged he was unlawfully discriminated against because of his views on Israeli forces killing

中文摘要 钢琴家Jayson Gillham起诉墨尔本交响乐团歧视案败诉。他声称2024年音乐会因他批评以色列在加沙的行动而被取消,法院未支持其主张。

Venezuela earthquakes toll rises to 3,889 as risk of disease grows

The United Nations launched an appeal for roughly $300 million to assist survivors of Venezuela's earthquakes

中文摘要 委内瑞拉地震死亡人数升至3889人,疾病风险上升。联合国发出约3亿美元募捐呼吁,援助地震幸存者。

New Mexico accuses US Justice Department of impeding Epstein investigation

State Attorney General Raul Torrez accused the Trump administration of withholding records, harming his investigation.

中文摘要 新墨西哥州指控美国司法部阻碍爱泼斯坦案调查。州总检察长Raul Torrez称特朗普政府扣留记录,损害调查。

All the best looks from Paris Haute Couture Week 2026

Scorching temperatures in the French capital accompanied the hottest week in haute couture.

中文摘要 2026巴黎高级定制时装周在高温中举行,展示了众多最佳造型。

US and Iran trade attacks as Khamenei is buried

Centcom says it hit 90 Iranian targets in the latest round of strikes, with the Iranian health ministry saying 14 people were killed since Tuesday.

中文摘要 美伊相互攻击,哈梅内伊下葬。美国中央司令部称最新一轮打击了90个伊朗目标,伊朗卫生部称自周二以来14人死亡。

Pressure builds on Europe's biggest port to be greener

A lawsuit demands that the Port of Rotterdam moves faster to cut its dependence on fossil fuel firms.

中文摘要 欧洲最大港口鹿特丹港面临环保压力,一起诉讼要求该港加快减少对化石燃料公司的依赖,推动绿色转型。

We saved £6,000 on holidays by swapping homes with strangers

The BBC looks at the growing trend of people swapping homes to cut holiday costs.

中文摘要 BBC报道互换房屋度假的趋势,有人通过此方式节省了6000英镑的假期费用。这种模式正日益流行。

Waiting for Moses: Africa’s sons in Russia’s war

Russia's war in Ukraine is leaving African families to count the cost.

中文摘要 俄罗斯在乌克兰的战争让非洲家庭承受代价。报道讲述非洲籍士兵在俄乌战争中的遭遇,以及他们家庭面临的损失。

How an app in South Korea will let victims track their stalkers

Officials say the app will help stalking victims, but some experts question the impact it might have.

中文摘要 韩国推出一款应用,允许受害者追踪骚扰者。官方称有助于保护被害人,但部分专家质疑其实际效果。

Prabowo’s Clampdown on Indonesian Tycoons Fuels Capital Flight

High-net-worth individuals say they fear the president may turn to more forceful measures to extract their money.

中文摘要 印尼总统普拉博沃对富豪的打击引发资本外逃,高净值人士担忧总统可能采取更强硬手段榨取财富。

Gold Steadies as Traders Weigh Mideast Fighting, Rate Outlook

Gold steadied, as investors weighed renewed fighting in the Middle East and the prospects for interest-rate hikes to combat stubborn inflation.

中文摘要 金价企稳,投资者权衡中东战火重燃与为对抗顽固通胀而加息的前景。

JPMorgan Builds AI Agents That Beat 60/40 Portfolio in Backtests

As investors increasingly turn to artificial intelligence for help with everything from stock picking to risk management, JPMorgan Chase & Co. has been testing whether a model can do something more ambitious: allocate money itself.

中文摘要 摩根大通开发AI代理,在回测中表现优于60/40投资组合,该行正在测试模型能否自主配置资金。

Pressure builds on Europe's biggest port to be greener

A lawsuit demands that the Port of Rotterdam moves faster to cut its dependence on fossil fuel firms.

中文摘要 欧洲最大港口鹿特丹港面临诉讼压力,要求其加快减少对化石燃料公司的依赖。

<strong>A Tiny Island Near Singapore Has Become Asia’s Hub for Russian Oil</strong>

At least $1.6 billion worth of Moscow’s diesel, fuel oil and other products has been funneled from Indonesia’s tiny Karimun into major markets across the region.

中文摘要 印尼小岛卡里蒙成为俄罗斯石油亚洲枢纽,至少16亿美元的俄罗斯柴油、燃料油等产品从该岛转运至亚洲主要市场。

SK Hynix raises $26.5bn in US market debut

South Korean memory chipmaker completes largest-ever US listing by a foreign company

中文摘要 韩国存储芯片制造商SK海力士在美IPO募资265亿美元,创外国公司美国上市最大规模。

Asian Stocks Gain Following Chip Rally, Oil Slips: Markets Wrap

Asian stocks gained on Friday as a rebound in chipmakers lifted sentiment after a technology-led rally on Wall Street. Oil slipped.

中文摘要 亚洲股市周五上涨,受芯片股反弹及华尔街科技股领涨提振;油价下跌。

Oil Steadies at End of Volatile Week as US and Iran Keep Talking

Oil steadied at the end of a bumpy week, as talks between the US and Iran continued despite a flare-up in fighting that drove a steep drop in traffic through the Strait of Hormuz.

中文摘要 油价在动荡一周后企稳,美伊谈判继续,尽管战火导致霍尔木兹海峡交通量骤降。

FirstFT: SK Hynix raises $26.5bn in Nasdaq debut

Also in today’s newsletter: EU-China trade tensions and European heatwave damps Uniqlo sales growth

中文摘要 SK海力士在纳斯达克上市募资265亿美元;另包括欧中贸易紧张及欧洲热浪拖累优衣库销售增长。

Tanger CEO: ‘Incredible Traffic’ Tied to World Cup

Stephen Yalof, President and CEO of Tanger Inc., appeared on the program to discuss the company's recent performance. Tanger is experiencing near-record results driven by strong summer traffic, contributing to a significant year-to-date stock increase of 18.28%. He speaks with Romaine Bostick & Kati

中文摘要 Tanger公司CEO斯蒂芬·耶洛夫表示,世界杯带来“惊人客流量”,公司业绩接近创纪录,年初至今股价上涨18.28%。

Willow Wealth CEO on Responsibly Growing Private Markets

Mitchell Caplan, CEO of Willow Wealth, discusses the evolving landscape of private market investing for individual investors. Caplan highlighted the trend of companies staying private longer, which has shifted significant wealth creation to the private phase before IPOs, citing examples like SpaceX

中文摘要 Willow Wealth CEO米切尔·卡普兰谈私人市场投资,指出公司上市前停留更久,财富创造正向私有阶段转移。

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