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2026-07-12

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catchorg/Catch2

C++ · ★ 21,025 · 🍴 3,430 · 📈 113 stars today

A modern, C++-native, test framework for unit-tests, TDD and BDD - using C++14, C++17 and later (C++11 support is in v2.x branch, and C++03 on the Catch1.x branch)

中文介绍 Catch2 是一个现代的 C++ 测试框架,支持单元测试、TDD 和 BDD。它基于 C++14/17/20 编写(v2.x 分支支持 C++11,Catch1.x 支持 C++03),提供轻量级头文件式用法,适合需要跨编译器、跨平台编写测试的 C++ 项目。

abseil/abseil-cpp

C++ · ★ 17,794 · 🍴 3,211 · 📈 118 stars today

Abseil Common Libraries (C++)

中文介绍 Abseil 是 Google 开源的 C++ 公共库集合,包含对 C++ 标准库的扩展和补充,如字符串处理、容器、时间、日志等模块。它提供高质量、经过生产验证的基础设施组件,适用于任何 C++ 项目的开发。

davila7/claude-code-templates

Python · ★ 29,010 · 🍴 3,183 · 📈 232 stars today

CLI tool for configuring and monitoring Claude Code

中文介绍 一个 CLI 工具,用于配置和监控 Claude Code。它提供模板化的方式来管理 Claude 的代码生成与执行环境,适合使用 Claude 进行自动化 coding 的开发者。

google-labs-code/stitch-skills

TypeScript · ★ 7,050 · 🍴 945 · 📈 340 stars today

A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CLI, Claude Code, Cursor.

中文介绍 一个 Agent 技能库,与 Stitch MCP 服务器配合工作。每个技能遵循 Agent Skills 开放标准,保障与 Antigravity、Gemini CLI、Claude Code 等编码代理的兼容,方便开发者扩展 AI 编码助手的能力。

hashicorp/terraform

Go · ★ 49,360 · 🍴 10,681 · 📈 229 stars today

Terraform enables you to safely and predictably create, change, and improve infrastructure. It is a source-available tool that codifies APIs into declarative configuration files that can be shared amongst team members, treated as code, edited, reviewed, and versioned.

中文介绍 Terraform 是一个基础设施即代码工具,通过声明式配置文件将 API 映射成资源,实现云设施的安全、可预测创建与变更。支持多提供商(AWS、GCP、Azure 等),适用于 DevOps 团队管理 IaC。

zeux/meshoptimizer

C++ · ★ 8,135 · 🍴 788 · 📈 110 stars today

Mesh optimization library that makes meshes smaller and faster to render

中文介绍 Mesh 优化库,旨在让三角形网格更小、渲染更快。通过压缩顶点数据、优化缓存等算法,减小模型尺寸并提升 GPU 渲染性能,适用于游戏、3D 图形应用的模型预处理。

openai/plugins

JavaScript · ★ 4,400 · 🍴 656 · 📈 29 stars today

OpenAI Plugins

中文介绍 OpenAI 插件集合,用于扩展 ChatGPT 等模型的功能。开发者可利用该仓库了解插件开发机制,将外部 API 或数据源接入 AI 对话,实现实时信息获取、任务执行等场景。

wonderwhy-er/DesktopCommanderMCP

TypeScript · ★ 7,767 · 🍴 966 · 📈 909 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 一个 MCP 服务器,专为 Claude 设计,提供终端控制、文件系统搜索和差异文件编辑能力。让 Claude 能够直接操作本地命令行和文件,适合需要 AI 辅助执行系统任务的开发者。

chriskohlhoff/asio

C++ · ★ 6,137 · 🍴 1,509 · 📈 76 stars today

Asio C++ Library

中文介绍 Asio 是一个跨平台的 C++ 网络和底层 I/O 库,提供异步编程模型。支持 TCP/UDP、串口、定时器等,广泛用于高性能服务器、网络协议实现和嵌入式系统。

oven-sh/bun

Rust · ★ 94,558 · 🍴 4,959 · 📈 658 stars today

Incredibly fast JavaScript runtime, bundler, test runner, and package manager – all in one

中文介绍 Bun 是一个极速的 JavaScript 运行时、打包器、测试运行器和包管理器,全部集成在一个工具中。使用 Zig 编写,启动和运行速度远超 Node.js,适合需要高性能 JS 开发和构建的现代 Web 项目。

actions/checkout

TypeScript · ★ 8,462 · 🍴 2,714 · 📈 8 stars today

Action for checking out a repo

中文介绍 GitHub Actions 官方操作,用于签出(checkout)仓库代码到 runner 中。是 CI/CD 流水线的基础步骤,几乎每个工作流都需要它来获取源码。

home-assistant/core

Python · ★ 88,683 · 🍴 38,047 · 📈 80 stars today

🏡 Open source home automation that puts local control and privacy first.

中文介绍 Home Assistant 是一个开源家庭自动化平台,优先保障本地控制和隐私。支持数千种设备和服务,通过集成、自动化蓝图实现智能家居管理,适合注重隐私、自托管家庭自动化的用户。

microsoft/PowerToys

C · ★ 136,424 · 🍴 8,366 · 📈 39 stars today

Microsoft PowerToys is a collection of utilities that supercharge productivity and customization on Windows

中文介绍 Microsoft PowerToys 是一套 Windows 实用工具集合,增强桌面生产力和定制性。包含窗口管理器、颜色选取器、批量重命名等模块,适用于日常 Windows 用户和高级用户。

cypress-io/cypress

TypeScript · ★ 50,615 · 🍴 3,591 · 📈 19 stars today

Fast, easy and reliable testing for anything that runs in a browser.

中文介绍 Cypress 是一个快速、可靠的前端测试工具,专为浏览器运行环境设计。支持端到端、组件测试,内建等待机制和时间旅行调试,让 Web 开发者能够轻松编写和调试测试。

vercel/next.js

JavaScript · ★ 140,945 · 🍴 31,548 · 📈 334 stars today

The React Framework

中文介绍 Next.js 是 Vercel 推出的 React 全栈框架,支持服务端渲染(SSR)、静态生成(SSG)、API 路由等。常用于构建性能优化、SEO 友好的现代 Web 应用,是 React 生态中主流的元框架。

DayuanJiang/next-ai-draw-io

TypeScript · ★ 33,280 · 🍴 3,604 · 📈 81 stars today

A next.js web application that integrates AI capabilities with draw.io diagrams. This app allows you to create, modify, and enhance diagrams through natural language commands and AI-assisted visualization.

中文介绍 一个基于 Next.js 的 Web 应用,将 AI 能力集成到 draw.io 图表中。用户可以通过自然语言创建、修改和增强图表,适合需要快速通过对话生成流程图、思维导图的场景。

malisper/pgrust

Rust · ★ 2,039 · 🍴 50 · 📈 774 stars today

Postgres rewritten in Rust, now passing 100% of the Postgres regression tests

中文介绍 用 Rust 重写的 PostgreSQL 实现,目前已通过 100% 的 Postgres 回归测试。该项目展示了用 Rust 构建可兼容、高性能的数据库系统的可能性,适合对数据库内部实现和安全感兴趣的开发者。

dotnet/aspnetcore

C# · ★ 38,302 · 🍴 10,885 · 📈 4 stars today

ASP.NET Core is a cross-platform .NET framework for building modern cloud-based web applications on Windows, Mac, or Linux.

中文介绍 ASP.NET Core 是微软的跨平台 .NET Web 框架,用于构建现代云应用。支持 Windows、Mac、Linux 开发环境,包含 MVC、Web API、SignalR 等组件,适合企业级后端服务和微服务开发。

prisma/prisma

TypeScript · ★ 47,248 · 🍴 2,474 · 📈 37 stars today

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

中文介绍 Prisma 是 Node.js 和 TypeScript 下的下一代 ORM,支持 PostgreSQL、MySQL、SQLite 等多种数据库。通过自动生成的类型安全查询器,简化数据库操作,提升开发效率和类型安全,广泛应用于后端 API 构建。

anthropics/claude-cookbooks

Jupyter Notebook · ★ 47,920 · 🍴 5,673 · 📈 219 stars today

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

中文介绍 Anthropic 提供的 Claude 模型使用示例集合,包含 Jupyter Notebook 和食谱。展示如何利用 Claude 进行创意写作、代码生成、分析等任务,适合希望深入探索 Claude API 的开发者。

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

👍 83

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方法,通过深度原生结构推理实现准确、跨学科且透明的结构-性质关系理解,应用于生物学、化学和材料科学领域。

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

👍 51

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 针对VLA模型在长程任务中依赖短期观测的局限,提出Dual Latent Memory机制,引入双隐记忆以捕获长期时间依赖,提升机器人操作任务性能。

Video-Oasis: Rethinking Evaluation of Video Understanding

👍 50

The inherent complexity of video understanding makes it difficult to determine whether Video-LLM benchmark performance stems from visual perception, linguistic reasoning, or knowledge priors. While many benchmarks have emerged to assess high-level reasoning, shared criteria for evaluating video unde

中文介绍 提出Video-Oasis评估框架,重新审视视频理解基准的构成,旨在区分模型贡献来自视觉感知、语言推理还是知识先验,提供更全面的视频理解能力评估。

Ideas Have Genomes: Benchmarking Scientific Lineage Reasoning and Lineage-Grounded Idea Generation

👍 29

Scientific ideas rarely start from a blank page. They inherit mechanisms, repair known limitations, and recombine pieces of earlier work, much like biological genomes. Current benchmarks still say little about whether AI systems can follow this inheritance structure. We present IdeaGene-Bench (IG-Be

中文介绍 提出IdeaGene-Bench基准,模拟科学思想的继承、重组和修正过程,评测AI系统对科学思想谱系的推理能力及生成基于谱系的新想法的能力。

Infinite Worlds with Versatile Interactions

👍 29

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框架,通过精心设计的因果预训练实现无限交互范围且保持输出一致,支持多样的交互形式,可生成无限世界。

LongE2V: Long-Horizon Event-based Video Reconstruction, Prediction, and Frame Interpolation with Video Diffusion Models

👍 26

Recovering high-quality video from sparse event streams is a challenging task. Regression methods often blur textures, while existing generative models struggle with long-term stability. We propose LongE2V, a novel approach that leverages pre-trained video diffusion priors to jointly handle event-ba

中文介绍 提出LongE2V方法,利用预训练视频扩散模型联合处理事件流到视频的重建、预测和插帧,克服现有方法在长期稳定性上的不足,生成高质量视频。

UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks

👍 26

The rapid development of large language models and multimodal large language models has accelerated the emergence of proactive agents capable of operating everyday tools and assisting users in real-world environments. However, existing benchmarks struggle to evaluate such agents effectively, as they

中文介绍 提出UniClawBench通用基准,专门评估具备操作工具能力、能在真实环境中主动协助用户的智能体,覆盖多种现实任务,弥补现有评估不足。

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

👍 26

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 针对非可验证指令跟随强化学习中奖励模型提示固定的问题,提出策略感知的提示适应方法(LLM-as-a-Tutor),使训练提示随策略动态调整,提升LLM裁判奖励的准确性。

Enhancing In-context Panoramic Generation via Geometric-aware Pretraining

👍 17

In this work, we present Canvas360, a two-stage framework for in-context panoramic generation that combines geometry-aware pretraining with downstream task-specific fine-tuning. To address the lack of large-scale, high-quality training data tailored to in-context panoramic tasks, we propose Canvas36

中文介绍 提出Canvas360两阶段框架,先进行几何感知预训练(Canvas360-PT)生成合成数据,再任务微调,提升基于上下文的全景图像生成能力,弥补训练数据匮乏问题。

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

👍 15

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工业级解决方案,以LLM/VLM为核心,针对数十亿SKU进行物品理解、管理和应用,提升电商平台消费体验与运营效率。

Jet-Long: Efficient Long-Context Extension with Dynamic Bifocal RoPE

👍 14

Modern LLMs are increasingly deployed in long-context applications such as retrieval-augmented generation, repository-level coding, and agentic workflows whose accumulated reasoning and tool traces routinely push the input an order of magnitude past the pretraining window, making zero-shot context e

中文介绍 提出Jet-Long方法,通过动态双焦点旋转位置编码(Dynamic Bifocal RoPE)高效扩展LLM上下文窗口,无需微调即可处理远超预训练长度的长序列,适用于RAG、代码等场景。

Single-Rollout Asynchronous Optimization for Agentic Reinforcement Learning

👍 13

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 提出单轨迹异步优化方法,替代传统同步批处理RL,针对长程智能体任务提升训练效率,通过单次rollout异步更新策略,加速LLM后训练过程。

CineMobile: On-Device Image-to-Video Diffusion for Cinematic Camera Motion Generation

👍 11

The growing demand for image-to-video creation on mobile devices has increasingly focused on cinematic motion effects like bullet time, dolly zoom, slow motion, etc. While Diffusion Transformers (DiTs) exhibit strong performance in video generation, their large parameter sizes and multi-step iterati

中文介绍 提出CineMobile,在移动设备上实现图像到视频的扩散生成,支持子弹时间、推拉镜头等电影级相机运动,通过针对DiT模型的优化适应设备端实时计算约束。

OpenCoF: Learning to Reason Through Video Generation

👍 11

Reasoning has become a core capability for large models, especially when reliable decisions require understanding logical consequences. Recent video generation models offer a reasoning path distinct from previous Chain-of-Thought (CoT): reasoning can unfold through temporally connected frames, known

中文介绍 提出OpenCoF框架,利用视频生成模型通过时间序列帧进行开放链式推理,不同于传统链式推理,通过视频帧的逻辑时序关系实现推理能力。

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

👍 11

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统一仿真与真实评估基准,覆盖多种技能和长程任务,全面评测通用机器人操作策略,弥补现有基准在能力覆盖和虚实结合上的不足。

Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity

👍 10

Linear attention models allow a fixed state size and a fixed amount of compute per token. However, due to their limited state size, linear attention models fall behind in long-context recall compared to softmax-attention-based transformer architectures. Increasing the state size of linear attention

中文介绍 提出Sparse Delta Memory,通过稀疏化机制扩展线性RNN的状态容量,在不增加每步计算量的前提下提升长上下文回忆能力,缩小与softmax Transformer的差距。

Automating the Design of Embodied Agent Architectures

👍 9

Embodied agents are typically built as hand-designed compositions of perception, memory, planning, and action modules. This modularity exposes a large architectural design space, but current systems still rely on researcher intuition to choose where information is stored, how observations are proces

中文介绍 提出自动化具身智能体架构设计方法,通过搜索优化感知、记忆、规划等模块的组合方式,无需人工直觉即可发现高效的具身智能体架构。

Remember When It Matters: Proactive Memory Agent for Long-Horizon Agents

👍 8

In long-horizon tasks, decision-relevant state is often scattered across an expanding trajectory, while the action agent must surface it and act. As trajectories grow, task requirements, environment facts, prior attempts, diagnoses, and open subgoals can be buried in the context window or pushed bey

中文介绍 提出Proactive Memory Agent,为长程任务智能体提供主动式记忆管理,在轨迹增长时自动提取和保留决策相关的状态、目标、尝试等信息,防止关键信息被上下文窗口淹没。

WildCity: A Real-World City-Scale Testbed for Rendering, Simulation, and Spatial Intelligence

👍 8

Humans can navigate an unfamiliar city and gradually form a coherent spatial mental map spanning tens of square kilometers. Can AI build spatial representations at a comparable scale? Although recent foundation models have advanced scene reconstruction and embodied intelligence, scaling to entire ci

中文介绍 提出WildCity真实城市级测试平台,基于大规模场景重建和空间智能基准,评估AI能否像人类一样在数十平方公里范围内形成连贯空间认知地图。

Attending to Multimodal Generation One Token at a Time

👍 8

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 研究多模态大模型在自回归生成中每个token的多模态计算动态,探索视觉与语言信息如何在token级别融合,填补层/电路层面可解释性之外的空白。

Copy Claude Fable 5’s Thinking Before It’s Gone

@TheAIColony · 225.1K 粉丝 · 1.2M 阅 · 603 赞 · 140 转

You Have a Few Days to Copy Fable 5’s Brain Into a Cheaper Model. Here Is How. July 12 is the last day Claude Fable 5 sits inside your plan for free. After that, it moves to pay-per-use credits, and

中文介绍 提醒用户在Claude Fable 5于7月12日转为按量付费前,将其推理能力迁移到更便宜模型,避免成本上涨。提供具体操作指南。

AI's Value Capture problem

@JayaGup10 · 34.4K 粉丝 · 306.1K 阅 · 504 赞 · 67 转

AI could be one of the most powerful value-creation technologies in history and still have a value-capture problem. Alex Karp says companies buying AI risk leaking their IP into Anthropic and OpenAI.

中文介绍 讨论AI行业价值捕获困境:企业使用AI可能向Anthropic、OpenAI泄露知识产权。引用Alex Karp观点,提醒风险。

Cost effective harnesses with Fable

@RLanceMartin · 36.7K 粉丝 · 119.8K 阅 · 510 赞 · 51 转

There is a lot of interest in cost effective use of Fable 5. Agent harnesses will get better at knowing when to use frontier intelligence. I wanted to share some tests I’ve run to better understand

中文介绍 分享测试经验,探讨如何通过Agent harness(代理工具链)判断何时调用Claude Fable 5等前沿模型,以降低成本,实现经济高效使用。

ORACLE: Official AI Agents Trade on Polymarket

@Oracle_Globall · 4.1K 粉丝 · 109.7K 阅 · 1.9K 赞 · 527 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 报告2026年自主AI代理已成为预测市场Polymarket上有效策略,超30%链上活动来自算法和AI钱包,展示AI agent在金融博弈中的渗透。

ORACLE: Official AI Agents Trade on Polymarket

@Oracle__Promo · 4.1K 粉丝 · 106.5K 阅 · 1.8K 赞 · 543 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 报告2026年自主AI代理已成为预测市场Polymarket上有效策略,超30%链上活动来自算法和AI钱包,展示AI agent在金融博弈中的渗透。

ORACLE: Official AI Agents Trade on Polymarket

@Oracle__Trade · 4.0K 粉丝 · 105.3K 阅 · 1.9K 赞 · 557 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 报告2026年自主AI代理已成为预测市场Polymarket上有效策略,超30%链上活动来自算法和AI钱包,展示AI agent在金融博弈中的渗透。

I'm pretty sure isRecord is our fault

@tldraw · 73.7K 粉丝 · 68.3K 阅 · 570 赞 · 29 转

A few weeks ago, many programmers (or perhaps former programmers) began to notice that OpenAI’s Codex model had developed an obsession with defensive coding. Nothing captured this better than

中文介绍 发现OpenAI Codex模型出现「防御性编程」倾向,频繁使用`isRecord`等冗余检查,推测与训练数据或调试习惯有关,提醒注意行为变化。

A single question to track progress from o3 to gpt-5.6 and beyond

@SebastienBubeck · 78.1K 粉丝 · 47.8K 阅 · 514 赞 · 42 转

How long can be the path of a gradient flow on a convex function given the constraint that it stays within the unit Euclidean ball in dimension n? ^ this is the question I have been using for 2 years

中文介绍 用一个凸优化问题(梯度流在单位球内最大路径长度)作为基准,持续追踪从o3到GPT-5.6等模型的推理能力进展,提供简洁评估指标。

[AINews] not much happened today

a quiet day after a week of nonstop model releases

中文介绍 当日AI领域较为平静,此前一周模型发布持续不断,暂无新动态。

How Deutsche Telekom is rewiring telecommunications with AI

How Deutsche Telekom is becoming an AI-native telco with OpenAI-transforming customer service, employee workflows, network operations, and the future of voice.

中文介绍 德国电信借助OpenAI技术转型为AI原生电信公司,覆盖客户服务、员工工作流、网络运营及语音未来。

not much happened today

**OpenAI** rolled out **GPT-5.6** featuring a new model stratification with tiers **Luna / Terra / Sol** and effort levels including **Max** and **Ultra**, introducing complex configuration options. The launch faced UX challenges with the **ChatGPT Work / Codex** split, prompting rapid corrective ac

中文介绍 OpenAI发布GPT-5.6,采用Luna/Terra/Sol分层及Max/Ultra努力级别,配置复杂;同时面临ChatGPT Work与Codex拆分带来的用户体验挑战。

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开发新技术,首次清晰揭示大语言模型在回答问题时内部运作,发现从平凡到令人不安的现象。

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成为Microsoft 365 Copilot优选模型,增强Word、Excel、PowerPoint等应用的AI能力,提升工作效率和质量。

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 OpenAI发布GPT-5.6,宣称每token提供更高智能、更强性价比,可按需提供更强能力。

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,作为跨应用和文件的代理,可长时间持续处理项目,将目标转化为成品。

GPT-5.5 Bio Bug Bounty

Details about the OpenAI Bio Bounty program

中文介绍 OpenAI推出针对GPT-5.5的生物安全漏洞赏金计划,鼓励研究人员报告生物安全风险。

OpenAI launches GPT 5.6 Sol/Terra/Luna

**OpenAI** launched the **GPT-5.6** family with three models: **Sol**, **Terra**, and **Luna**, integrated across **ChatGPT**, **Codex**, and the API. Pricing tiers range from **$1 to $5 per million tokens** with new cache-write pricing and a 90% cache-read discount. The launch includes new app feat

中文介绍 OpenAI发布GPT-5.6系列(Sol/Terra/Luna),集成于ChatGPT、Codex及API,定价每百万token 1-5美元,新增缓存写入定价及90%缓存读取折扣。

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联合创始人兼CTO Akshat Bubna探讨AI基础设施为何需为Agent Experience演进,分享构建新型Agent云的经验。

市场总览

美股市场整体偏强,SPY、QQQ等主要指数维持多头排列,但科技股如MSFT、TSLA承压,分化较明显。加密市场情绪恐慌(恐慌贪婪指数26),总市值2.27T,BTC主导率56.3%、ETH占9.5%,BTC和ETH技术面空头或中性,下行压力未消。中概股(BABA、PDD、JD)近期反弹但整体仍处空头排列,MACD金叉信号初现但尚未扭转趋势。商品外汇方面,黄金期货呈空头排列,原油RSI接近超卖但MACD金叉,美元/人民币接近52周低点,技术面偏弱。

今日关注

SPY S&P 500 ETF
偏上行

价格754.95高于SMA20(743.81)和SMA50(741.24),多头排列明显;MACD 3.193 > signal 2.248,呈现金叉;RSI 59.1处于正常偏强区间;近1日+0.43%,5日+1.37%,距52周高点仅-0.72%,技术形态稳健偏强。

MSFT Microsoft
偏下行

价格385.1低于SMA50(403.62)和SMA200(442.28),空头排列延续;MACD -5.55低于信号-8.034,负值维持;RSI 47.5处于50下方;近5日-1.38%,距52周高点-30.67%,技术结构偏弱,趋势向下。

GOOGL Alphabet
中性

价格357.18与SMA20(357.88)几乎持平,RSI 47中性,MACD -1.8093接近信号-2.9507,无金叉死叉;趋势列为neutral;近1日-0.48%,5日-0.76%,波动收窄,缺乏明确方向性信号。

NVDA Nvidia
偏上行

价格210.96站上SMA20(201.95)和SMA200(191.67),多头排列;MACD -1.7351上穿信号-2.9782形成金叉;RSI 57正常;近1日大涨4.03%,5日涨8.28%,交投活跃,短线动能强劲。

BTC-USD Bitcoin
偏下行

价格63769.15低于SMA50(65133.84)和SMA200(73984.58),空头排列;MACD -316.9虽高于信号-903.7,但仍为负值;RSI 52.2中性偏弱;距52周高点-49.47%,技术面处于熊市结构,偏下行。

全部资产

^VIX

VIX 恐慌指数

$15.03 -5.11%
5 日
-6.93%
距 52w 高
-57.4%
RSI(14)
41.7
趋势
空头
SMA 20 / 50 / 200
17.18 / 17.36 / 18.67
MACD / 信号
-0.575 / -0.335
空头排列

^TNX

10Y 美债收益率 (%)

$4.57 +0.66%
5 日
+2.10%
距 52w 高
-2.5%
RSI(14)
60.3
趋势
多头
SMA 20 / 50 / 200
4.47 / 4.48 / 4.24
MACD / 信号
0.018 / 0.003
MACD 金叉 (3 天前)接近 52 周高多头排列

DX-Y.NYB

美元指数 DXY

$100.97 +0.02%
5 日
+0.10%
距 52w 高
-0.8%
RSI(14)
58.1
趋势
多头
SMA 20 / 50 / 200
100.80 / 99.69 / 98.94
MACD / 信号
0.383 / 0.462
MACD 死叉 (4 天前)接近 52 周高多头排列

SPY

S&P 500 ETF

$754.95 +0.43%
5 日
+1.37%
距 52w 高
-0.7%
RSI(14)
59.1
趋势
多头
SMA 20 / 50 / 200
743.81 / 741.24 / 694.48
MACD / 信号
3.193 / 2.248
MACD 金叉 (4 天前)接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$725.51 +0.31%
5 日
+1.81%
距 52w 高
-3.1%
RSI(14)
52.8
趋势
多头
SMA 20 / 50 / 200
722.57 / 715.16 / 638.00
MACD / 信号
1.722 / 2.892
多头排列

AAPL

Apple

$315.32 -0.28%
5 日
+2.17%
距 52w 高
-0.7%
RSI(14)
62.9
趋势
多头
SMA 20 / 50 / 200
298.10 / 297.77 / 272.45
MACD / 信号
4.615 / 1.894
接近 52 周高多头排列

MSFT

Microsoft

$385.10 +0.19%
5 日
-1.38%
距 52w 高
-30.7%
RSI(14)
47.5
趋势
空头
SMA 20 / 50 / 200
380.51 / 403.62 / 442.28
MACD / 信号
-5.550 / -8.034
空头排列

NVDA

Nvidia

$210.96 +4.03%
5 日
+8.28%
距 52w 高
-10.8%
RSI(14)
57.0
趋势
多头
SMA 20 / 50 / 200
201.95 / 209.20 / 191.67
MACD / 信号
-1.735 / -2.978
MACD 金叉 (2 天前)多头排列

GOOGL

Alphabet

$357.18 -0.48%
5 日
-0.76%
距 52w 高
-12.6%
RSI(14)
47.0
趋势
中性
SMA 20 / 50 / 200
357.88 / 372.75 / 318.91
MACD / 信号
-1.809 / -2.951

TSLA

Tesla

$407.76 +0.30%
5 日
+3.64%
距 52w 高
-18.3%
RSI(14)
51.2
趋势
空头
SMA 20 / 50 / 200
400.88 / 409.20 / 418.14
MACD / 信号
-0.144 / -1.335
空头排列

META

Meta

$669.21 +5.97%
5 日
+14.81%
距 52w 高
-16.0%
RSI(14)
66.3
趋势
中性
SMA 20 / 50 / 200
584.61 / 600.45 / 642.72
MACD / 信号
8.494 / -2.688
加密恐慌贪婪
26
恐慌
加密总市值
$2.27 T
-0.48% / 24h
BTC 主导率
56.3%
ETH 9.5%
24h 成交量
$42.9 B
活跃币 17,507

BTC-USD

Bitcoin

$63,769.15 -0.56%
5 日
-0.35%
距 52w 高
-49.5%
RSI(14)
52.2
趋势
空头
SMA 20 / 50 / 200
61,841.60 / 65,133.84 / 73,984.58
MACD / 信号
-316.918 / -903.691
空头排列

ETH-USD

Ethereum

$1,783.89 -0.66%
5 日
-0.76%
距 52w 高
-64.0%
RSI(14)
56.1
趋势
中性
SMA 20 / 50 / 200
1,686.68 / 1,767.23 / 2,227.23
MACD / 信号
8.767 / -12.790

SOL-USD

Solana

$76.48 -2.03%
5 日
-6.64%
距 52w 高
-69.8%
RSI(14)
50.6
趋势
中性
SMA 20 / 50 / 200
75.77 / 74.53 / 91.97
MACD / 信号
1.528 / 1.477

BABA

阿里巴巴 (BABA)

$112.33 +1.07%
5 日
+16.84%
距 52w 高
-41.7%
RSI(14)
55.5
趋势
空头
SMA 20 / 50 / 200
103.75 / 120.13 / 145.64
MACD / 信号
-3.985 / -6.410
MACD 金叉 (3 天前)空头排列

PDD

拼多多 (PDD)

$85.13 -0.87%
5 日
+3.33%
距 52w 高
-38.9%
RSI(14)
54.6
趋势
空头
SMA 20 / 50 / 200
80.37 / 87.98 / 107.28
MACD / 信号
-0.738 / -2.218
空头排列

JD

京东 (JD)

$28.20 +1.66%
5 日
+5.94%
距 52w 高
-23.5%
RSI(14)
55.7
趋势
空头
SMA 20 / 50 / 200
26.94 / 28.98 / 29.75
MACD / 信号
-0.442 / -0.780
MACD 金叉 (4 天前)空头排列

0700.HK

腾讯控股 (0700.HK)

HK$460.20 -2.00%
5 日
+6.73%
距 52w 高
-32.6%
RSI(14)
54.7
趋势
中性
SMA 20 / 50 / 200
442.82 / 451.34 / 554.12
MACD / 信号
2.144 / -3.426
MACD 金叉 (4 天前)

GC=F

黄金期货

$4,113.70 -0.41%
5 日
+0.02%
距 52w 高
-26.4%
RSI(14)
42.6
趋势
空头
SMA 20 / 50 / 200
4,139.53 / 4,373.25 / 4,467.17
MACD / 信号
-78.798 / -96.395
死叉(SMA50↓SMA200) (6 天前)空头排列

CL=F

WTI 原油期货

$71.41 -0.93%
5 日
+3.96%
距 52w 高
-40.2%
RSI(14)
37.7
趋势
中性
SMA 20 / 50 / 200
73.79 / 87.86 / 74.22
MACD / 信号
-4.855 / -5.628
MACD 金叉 (2 天前)

USDCNY=X

美元 / 人民币

¥6.77 -0.37%
5 日
-0.32%
距 52w 高
-6.2%
RSI(14)
38.7
趋势
空头
SMA 20 / 50 / 200
6.78 / 6.79 / 6.93
MACD / 信号
0.001 / 0.001
MACD 死叉 (今天)接近 52 周低空头排列
风险提示

过去走势不代表未来表现,任何技术指标信号均基于历史数据推算,不构成投资建议。本报告仅供技术指标解读参考,请结合其他信息独立判断。

Mojtaba Khamenei Vows Revenge as Iran’s Top Diplomat Is in Oman for Talks

Hours after a meeting between the foreign ministers of Iran and Oman, Iran announced it had fired a warning shot on a vessel taking an “unapproved route.”

中文摘要 伊朗最高领袖之子穆杰塔巴·哈梅内伊誓言报复,同时伊朗外长在阿曼会谈后,伊朗宣布对一艘“未经批准航线”的船只鸣枪示警。

Whistleblower claims Kennedy Center ‘rushed’ renovations to please Trump

Democratic Senator Sheldon Whitehouse details rusting columns, uneven paint and unnecessary demolition under Trump.

中文摘要 举报人指控肯尼迪中心为讨好特朗普仓促翻修,民主党参议员谢尔登·怀特豪斯详述了生锈的柱子、不平整的油漆和不必要的拆除。

Australia news live: man charged with murder after discovery of remains believed to be missing Queensland woman

Jana Armstrong was reported missing from Newtown after she was last seen on 7 July. Follow the day’s news live Get our breaking news email, free app or daily news podcast One Nation MP Barnaby Joyce has failed to guarantee the party will cost all of its policies ahead of the election after the Coali

中文摘要 澳大利亚昆士兰失踪女子Jana Armstrong的遗体被发现,一名男子被控谋杀;此外,一国党议员巴纳比·乔伊斯未能保证该党将核算所有政策成本。

Iran says Strait of Hormuz closed 'until further notice'

The IRGC says it fired a warning shot at a vessel in the strait and is warning the US not to respond with "aggression".

中文摘要 伊朗伊斯兰革命卫队宣布霍尔木兹海峡“无限期关闭”,此前向一艘船只鸣枪示警,并警告美国不要以“侵略”回应。

Polish PM pledges memorial to victims of WW2 'genocide by Ukrainian nationalists'

Warsaw and Kyiv have for decades been at loggerheads over the killings of many thousands of civilians during World War Two.

中文摘要 波兰总理承诺为二战期间“乌克兰民族主义者实施的种族灭绝”受害者建立纪念碑,华沙与基辅多年来就数万名平民遇害事件存在争议。

US judge dismisses January 6 case against Proud Boys after Trump order

The case is the latest instance of the Trump administration seeking to unravel prosecutions against January 6 rioters.

中文摘要 美国法官根据特朗普命令,驳回了针对“骄傲男孩”组织的1月6日国会骚乱案件,这是特朗普政府撤销对骚乱者起诉的最新案例。

UK police investigate murder of politician Ann Widdecombe

Politician Ann Widdecombe was found dead with serious injuries, with police confirming a murder investigation underway

中文摘要 英国政客安·威德科姆被发现死亡,身上有重伤,警方确认已展开谋杀调查。

What’s behind Pakistan’s mass deportation of Afghans?

Islamabad cites national security concerns, returns thousands of undocumented migrants.

中文摘要 巴基斯坦以国家安全为由,大规模驱逐非法居留的阿富汗难民,数千人被遣返。

AI companies want to water down Australia’s copyright laws. Artists are outraged, Labor is split

Anthony Albanese will deliver a landmark speech on AI this week as MPs are torn between attracting datacentre investment and protecting the rights of creatives Get our breaking news email, free app or daily news podcast When Anna Funder stood before a pack of journalists at Parliament House earlier

中文摘要 人工智能公司希望削弱澳大利亚版权法以吸引数据中心投资,但艺术家群体强烈反对,工党内部意见分歧。总理安东尼·阿尔巴尼斯本周将就AI发表重要讲话。

One Nation is capitalising on Australians’ economic pessimism like never before. Is a ‘stagflation impulse’ to blame?

By tying housing costs to immigration, Pauline Hanson promises a simple solution to a multilayered problem Get our breaking news email, free app or daily news podcast In the three decades since Pauline Hanson entered federal politics, Australia has experienced numerous bouts of voter frustration wit

中文摘要 澳大利亚一国党利用民众的经济悲观情绪,将住房成本与移民挂钩,提出简单解决方案,分析认为“滞胀冲动”是背后原因。

Thousands gather in Srebrenica to mark 31 years since genocide

Ten newly identified victims were buried as the more than 8,000 Bosnian Muslim men and boys killed were remembered.

中文摘要 数千人在斯雷布雷尼察集会,纪念种族灭绝31周年,10名新确认身份的遇难者下葬,8000多名波斯尼亚穆斯林男子和男孩遇害。

U.S. Citizen Tests Positive for Ebola in Democratic Republic of Congo

The American, who works for the humanitarian organization Samaritan’s Purse, is the second to be infected in an outbreak that continues to spread.

中文摘要 一名在刚果(金)工作的美国公民(属撒玛利亚救援会)埃博拉检测呈阳性,是该疫情中第二名感染者,疫情持续扩散。

Modi Courts Pacific Partners as China, US Reshape Region

From missiles and uranium to critical minerals and sports diplomacy, Prime Minister Narendra Modi used a three-nation tour to deepen India’s Indo-Pacific partnerships as regional powers strengthen ties amid China’s growing influence and uncertainty over US engagement.

中文摘要 印度总理莫迪通过三国之行深化印太伙伴关系,涉及导弹、铀、关键矿产和体育外交,以应对中国影响力上升和美国参与的不确定性。

Warsh and US Inflation Will Set Tone for July Fed Decision

Kevin Warsh is about to make his first appearance before Congress as Federal Reserve chairman, and during two days of testimony he’ll have new US inflation data to parse with lawmakers.

中文摘要 美联储主席凯文·沃什即将首次在国会作证,为期两天的证词将结合新的美国通胀数据,为7月利率决策定调。

Banks’ Record Bond Short Sparks Quest for Answers

For the first time in recent history, primary dealers have gone net short on debt they used to hold billions of dollars of.

中文摘要 一级交易商首次出现净做空其曾持有数十亿美元的债券,创下纪录,引发市场对原因和影响的探究。

Patriot Supply Strains Shape Ukraine Aid

Axios defense reporter Colin Demarest says President Donald Trump's proposal to let Ukraine produce Patriot interceptors faces significant manufacturing, licensing and technology hurdles, making it unlikely to address Kyiv's immediate air defense needs. He says shortages of advanced interceptors con

中文摘要 Axios国防记者指出,特朗普提议允许乌克兰生产爱国者拦截器,但面临制造、许可和技术障碍,短期内难以解决乌克兰的防空需求。

Hannah Elliott Highlights Tinnitus Risks

Bloomberg Pursuit staff writer Hannah Elliott says Tinnitus affects more than 50 million Americans, remains underdiagnosed and underfunded, and can have profound effects on mental health and quality of life. She says growing awareness of hearing health and new treatments, including the FDA-cleared L

中文摘要 耳鸣影响超过5000万美国人,长期被漏诊且资金不足。彭博记者指出,该病对心理健康影响深远,但听力健康意识和新疗法正得到更多关注。

McCaul Backs Deeper US Ukraine Defense Ties

Rep. Michael McCaul says Ukraine is gaining momentum on the battlefield but urgently needs more Patriot interceptors and stronger air defenses to counter Russia's escalating missile attacks. He urges deeper US-Ukraine defense cooperation, including licensed Patriot production and joint drone develop

中文摘要 美国众议员麦考尔表示乌克兰战场势头向好,但急需更多爱国者拦截器和防空力量。他呼吁深化美乌防务合作,包括许可生产爱国者系统。

How AI rebrands fail to deliver a lasting share price boost

Most of the groups that pivoted have not sustained their valuation gains, an FT analysis has found

中文摘要 英国《金融时报》分析发现,大多数公司通过更名或转向人工智能来提振股价,但未能维持估值上涨。

Navy Chief Says US Needs More Warships

Chief of Naval Operations Adm. Daryl Caudle says the US Navy needs a larger fleet, faster shipbuilding and expanded munitions production to meet growing global demands while sustaining readiness across multiple theaters. He says the service remains prepared despite heavy operational commitments, poi

中文摘要 美国海军作战部长考德尔上将称,海军需要更大舰队、更快造船和扩大弹药生产,以应对全球需求并维持多战区战备。

US Iran Talks Face Persistent Impasse

Bloomberg Economics analysts Becca Wasser and Dina Esfandiary say the US and Iran remain far apart on key issues, with intermittent strikes and negotiations likely to define the conflict for the foreseeable future. They say technical talks on Iran's nuclear program are a constructive step, but dispu

中文摘要 彭博分析师指出,美伊在关键问题上分歧巨大,间歇性打击与谈判将持续。关于伊朗核计划的技术谈判是建设性步骤,但僵局难破。

Can the Tax System Keep Up with Trillionaires?

Elon Musk has become the world’s first trillionaire following SpaceX’s record-breaking IPO, creating a fortune unlike anything seen in modern history. Nobel Laureate Paul Krugman and Yale economist Natasha Sarin argue the milestone is about far more than one entrepreneur’s wealth—it reflects how tod

中文摘要 埃隆·马斯克因SpaceX创纪录IPO成为世界首位万亿富翁。诺贝尔奖得主克鲁格曼等认为该事件引发对税收体系能否跟上超级富豪财富增长的深思。

Hormuz Reopening Faces Costly Hurdles

Senior Fellow at the Council on Foreign Relations Clara Gillespie says Gulf energy flows face an uncertain recovery as producers work to clear ships, bring in tankers, restart halted output and repair damage to refineries, LNG facilities and ports. She says the Strait of Hormuz remains unstable, wit

中文摘要 外交关系委员会高级研究员指出,霍尔木兹海峡重新开放面临高昂代价,包括清理船只、恢复产出、修复炼油厂和LNG设施等,能源流复苏不确定。

Hormuz Dispute Clouds US Iran Diplomacy

Bloomberg News Middle East reporter Dan Williams says negotiations between the US and Iran remain focused on securing freedom of navigation through the Strait of Hormuz, even as President Donald Trump's escalating rhetoric underscores the fragile state of the ceasefire. Williams says Iran's leadersh

中文摘要 彭博中东记者指出,美伊谈判仍围绕霍尔木兹海峡航行自由,特朗普升级言论凸显停火脆弱,争端给外交蒙上阴影。

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