每日简报

2026-06-24

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calesthio/OpenMontage

Python · ★ 15,575 · 🍴 1,850 · 📈 3,592 stars today

World's first open-source, agentic video production system. 12 pipelines, 52 tools, 500+ agent skills. Turn your AI coding assistant into a full video production studio.

中文介绍 全球首个开源智能体视频制作系统,包含12条管线、52个工具和500+智能体技能。将AI编码助手转化为完整的视频制作工作室,支持从脚本到成片的自动化生产。

ZhuLinsen/daily_stock_analysis

Python · ★ 47,005 · 🍴 42,367 · 📈 1,119 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,集成多源行情、实时新闻、决策看板与自动推送。支持零成本定时运行,适合个人投资者快速获取跨市场异动和决策参考。

mukul975/Anthropic-Cybersecurity-Skills

Python · ★ 19,660 · 🍴 2,288 · 📈 1,041 stars today

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains ·

中文介绍 为AI智能体提供817个结构化网络安全技能,映射到MITRE ATT&CK、NIST CSF 2.0等6个主流框架。遵循agentskills.io标准,可用于构建安全自动化agent。

garrytan/gstack

TypeScript · ★ 114,040 · 🍴 16,883 · 📈 1,011 stars today

Use Garry Tan's exact Claude Code setup: 23 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA

中文介绍 复刻Garry Tan的Claude Code精确配置:23个高度定制的工具,分别扮演CEO、设计师、工程经理、发布经理、文档工程师和QA角色,覆盖端到端开发流程。

bytedance/deer-flow

Python · ★ 73,883 · 🍴 9,967 · 📈 739 stars today

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

中文介绍 开源的长期规划SuperAgent框架,集成沙盒、记忆、工具、技能、子智能体和消息网关,能自主完成研究、编码和创作等复杂多步任务。

koala73/worldmonitor

TypeScript · ★ 59,070 · 🍴 9,283 · 📈 294 stars today

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

中文介绍 实时全球情报仪表盘,通过AI聚合新闻、监控地缘政治动态和基础设施变化,提供统一态势感知界面。适合安全分析师、记者和研究者使用。

palmier-io/palmier-pro

Swift · ★ 8,400 · 🍴 551 · 📈 1,630 stars today

macOS video editor built for AI

中文介绍 为AI优化的macOS视频编辑器,原生支持AI辅助剪辑、生成和增强功能,面向内容创作者和专业视频编辑者。

anthropics/claude-plugins-official

Python · ★ 30,828 · 🍴 3,358 · 📈 77 stars today

Official, Anthropic-managed directory of high quality Claude Code Plugins.

中文介绍 Anthropic官方维护的高质量Claude Code插件目录,提供经过验证的插件列表,方便开发者扩展Claude Code的功能边界。

shanraisshan/claude-code-best-practice

HTML · ★ 59,418 · 🍴 5,981 · 📈 344 stars today

from vibe coding to agentic engineering - practice makes claude perfect

中文介绍 从vibe coding到agentic engineering的实践指南,整理Claude Code的最佳用法、工作流和进阶技巧,帮助开发者将AI编码从“随性”提升到“工程化”。

revfactory/harness

HTML · ★ 7,434 · 🍴 1,045 · 📈 128 stars today

A meta-skill that designs domain-specific agent teams, defines specialized agents, and generates the skills they use.

中文介绍 一种元技能设计框架,能够自动定义领域专属的智能体团队、为每个智能体分配角色,并生成它们所需的技能。简化复杂AI系统的编排。

jamiepine/voicebox

TypeScript · ★ 33,114 · 🍴 3,996 · 📈 1,045 stars today

The open-source AI voice studio. Clone, dictate, create.

中文介绍 开源AI语音工作室,支持声音克隆、实时听写和语音生成。适合播客制作、视频配音和语音交互应用开发。

JCodesMore/ai-website-cloner-template

TypeScript · ★ 18,528 · 🍴 2,802 · 📈 826 stars today

Clone any website with one command using AI coding agents

中文介绍 利用AI编码代理一键克隆任意网站,只需一条命令即可复制静态页面结构与样式。适用于快速原型、镜像站点或学习用途。

byoungd/English-level-up-tips

★ 54,486 · 🍴 5,584 · 📈 125 stars today

An advanced guide to learn English which might benefit you a lot 🎉 . 人生进阶指南 离谱的人生 离谱的英语学习指南/英语学习教程/英语学习/学英语

中文介绍 进阶版英语学习指南,涵盖听力、阅读、口语、写作的系统方法论和资源推荐,适合希望突破瓶颈的中高级学习者。

DeusData/codebase-memory-mcp

C · ★ 12,865 · 🍴 933 · 📈 1,300 stars today

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.

中文介绍 高性能代码智能MCP服务器,将代码库索引为持久知识图谱,支持158种语言,毫秒级查询,减少99%的token消耗。单个静态二进制文件即可运行。

NousResearch/hermes-agent

Python · ★ 200,911 · 🍴 35,835 · 📈 936 stars today

The agent that grows with you

中文介绍 一个“与你一起成长”的智能体,强调持续学习和适应能力,适用于需要长期陪伴和辅助的个性化场景,如个人助理或教育伙伴。

affaan-m/ECC

JavaScript · ★ 220,517 · 🍴 33,780 · 📈 593 stars today

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

中文介绍 智能体框架性能优化系统,提供技能、本能、记忆、安全和研究优先的开发模式,兼容Claude Code、Codex、Opencode、Cursor等多个平台。

PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems

👍 78

LLM agents increasingly operate in large tool ecosystems, where real-world tasks require discovering relevant tools, inferring implicit sub-goals, and adapting to dynamic environments over long horizons. However, existing benchmarks rarely evaluate planning under retrieval-limited tool visibility. T

中文介绍 PlanBench-XL评估LLM智能体在大型工具生态系统中的长程规划能力,重点测试其在检索受限的工具可见性下发现工具、推断隐含子目标和适应动态环境的表现,弥补现有基准的不足。

OpenRath: Session-Centered Runtime State for Agent Systems

👍 68

Modern agent systems often suffer from fragmented runtime state: transcripts, tool effects, memory events, workspace placement, branch provenance, and replay evidence are recorded separately and become difficult to inspect or reproduce. OpenRath addresses this issue with a PyTorch-like programming m

中文介绍 OpenRath提出以会话为中心的运行时状态管理,采用类似PyTorch的编程模型统一记录对话历史、工具效果、记忆事件等工作区状态,解决智能体系统状态碎片化导致的难以检查与复现问题。

DataClaw0: Agentic Tailoring Multimodal Data from Raw Streams

👍 65

Massive unstructured multimodal streams suffer from high "data entropy," impeding both efficient human knowledge acquisition and high-quality AI post-training. Existing passive annotation paradigms, heavily reliant on heuristic rules or general VLMs, are costly, monotonous, and fail to unlock the de

中文介绍 DataClaw0提出智能体式多模态数据定制方法,从原始流中主动裁剪高质量数据。针对高数据熵问题,替代依赖启发式规则或通用VLM的被动标注范式,提升数据效率与后训练质量。

EnterpriseClawBench: Benchmarking Agents from Real Workplace Sessions

👍 56

Enterprise agents increasingly operate inside workspaces: they read heterogeneous files, invoke tools, and deliver business artifacts. We introduce EnterpriseClawBench, an enterprise agent benchmark constructed from proprietary, real-world agent sessions. Starting from a large archive of workplace s

中文介绍 EnterpriseClawBench是基于真实企业工作会话构建的智能体基准,涵盖阅读异构文件、调用工具和生成业务制品等任务,推动企业智能体评估从模拟场景走向真实职场环境。

KaLM-Reranker-V1: Fast but Not Late Interaction for Compressed Document Reranking

👍 39

As retrieval systems scale, high-quality reranking becomes increasingly important. However, most existing rerankers, whether encoder-based or decoder-based, jointly encode the query and passage, tightly coupling their computation and limiting deployment efficiency as well as flexibility. We present

中文介绍 KaLM-Reranker-V1提出非晚交互的压缩文档重排序方法,将查询与文档的编码解耦,避免计算紧耦合,在保证重排序质量的同时提升部署效率与灵活性。

World Action Models: A Survey

👍 37

World Action Models (WAMs) are embodied predictive-action models that make a forecast of the future available to action. Recent WAMs repurpose large video generation models, and a parallel line relies on language or vision-language backbones without a video-generation core. This rapid expansion has

中文介绍 综述世界动作模型(WAM),归纳两条技术路线:利用大规模视频生成模型的路线和基于语言/视觉语言骨干的路线,总结快速扩张下的关键挑战与未来方向。

CLI-Universe: Towards Verifiable Task Synthesis Engine for Terminal Agents

👍 27

While recent LLM-based terminal agents have demonstrated promising capabilities, the scarcity of high-quality, executable training data remains a critical bottleneck. Existing synthesis pipelines typically scale by retrofitting surface-level artifacts into tasks, frequently yielding ambiguous instru

中文介绍 CLI-Universe提出面向终端智能体的可验证任务合成引擎,解决高质量可执行训练数据稀缺的问题。通过生成明确的指令与可验证的执行结果,避免现有方法因浅层改造产生的歧义。

BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language

👍 19

We present BioMatrix, the first multimodal foundation model that natively integrates sequences, structures, and natural language for both molecules and proteins within a single decoder-only architecture. Existing biological foundation models pursue native multimodality and broad entity coverage sepa

中文介绍 BioMatrix是首个原生融合序列、结构和自然语言的多模态生物基础模型,采用单一decoder-only架构统一支持分子和蛋白质,解决了现有模型在原生多模态与广泛实体覆盖上的分离问题。

HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization

👍 17

The quadratic complexity of attention poses a critical bottleneck for long-context processing, spurring interest in hybrid attention designs. Most open-source hybrid models adopt a layer-wise strategy. Yet, prior work has noted the inherent difficulty of integrating Linear Attention (LA) with Full A

中文介绍 HydraHead提出头级功能异质化的混合注意力机制,在多头注意力中差异化使用线性注意力(LA)和完全注意力(FA),克服层级别混合中LA与FA难以融合的问题,提升长上下文处理效率。

SkillHarness: Harnessing Safe Skills for Computer-Use Agents

👍 16

Computer-Use Agents (CUAs) are increasingly deployed in dynamic interactive environments, creating a growing need for continual skill learning during interaction. Recent approaches address this challenge by learning reusable skills from successful trajectories. However, these skill learning methods

中文介绍 SkillHarness面向计算机使用智能体(CUA),解决从成功轨迹中学习可复用技能时的安全问题。在持续技能学习中引入安全约束,确保习得技能在动态交互环境中的可靠执行。

Deeper is Not Always Better: Mitigating the Alignment Tax via Confident Layer Decoding

👍 15

Autoregressive generation in large language models (LLMs) conventionally decodes from the final layer, assuming that deeper representations yield more reliable next-token predictions. We revisit this assumption by revealing a recurring Guess-Refine-Perturb dynamic: early layers form coarse guesses,

中文介绍 揭示LLM自回归生成中存在「猜测-细化-扰动」动态,最深层的表示并非总是最可靠。提出置信层解码(Confident Layer Decoding),从中间层选择可信预测,缓解对齐税,提升生成质量。

Learning from Your Own Mistakes: Constructing Learnable Micro-Reflective Trajectories for Self-Distillation

👍 15

Self-distillation improves reasoning in large language models by using the model's own rollouts as training signal, typically through implicit logit-level alignment that minimizes KL divergence toward a privileged target distribution. However, because this supervision is generated via uncontrolled s

中文介绍 提出可学习微反思轨迹用于自蒸馏,通过控制模型自身rollout的生成过程,构建高质量训练信号,克服现有自蒸馏中无监督信号质量不稳定的问题。

Unlimited OCR Works

👍 13

Recently, end-to-end OCR models, exemplified by DeepSeek OCR, have once again thrust OCR into the spotlight. A widely held view is that employing a large language model (LLM) as the decoder allows the model to leverage the prior distribution of language, leading to improved OCR performance. However,

中文介绍 挑战「LLM作为解码器能提升OCR性能」的普遍看法,通过实验指出语言先验可能引入偏差。提出Unlimited OCR方法,在无限制场景下实现更准确鲁棒的文本识别。

Foresight: Failure Detection for Long-Horizon Robotic Manipulation with Action-Conditioned World Model Latents

👍 11

Long-horizon tasks are common in real-world robotic deployments, yet failure detection for such tasks remains underexplored. Detecting failures in long-horizon robotic tasks is particularly challenging because failure onset is often ambiguous and dense temporal annotations are typically unavailable.

中文介绍 Foresight针对长程机器人操作任务中的失败检测,利用动作条件的世界模型隐变量进行预测,无需密集时间标注,在模糊的失败起始条件下实现可靠检测。

Self-Compacting Language Model Agents

👍 11

Long agent traces composed of chains of thought and tool calls accumulate stale content that anchor subsequent generations, and eventually outgrow the context window. Existing scaffolds mitigate it with fixed-interval compaction triggered at a token threshold. Such triggers pay no heed to trajectory

中文介绍 Self-Compacting Language Model Agents提出自压缩机制,根据轨迹语义自动决定压缩时机,避免固定间隔压缩导致的无效或过早截断,有效管理智能体长轨迹的上下文窗口。

Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills

👍 9

Scientific discovery workflows usually contain and rely heavily on lab notes, where researchers record observations, interpret uncertain results, and plan follow-up experiments. Such informative lab notes preserve evolving scientific reasoning and author uncertainty, rather than polished final resul

中文介绍 Notes2Skills从实验室笔记中提取科学智能体技能,利用笔记中蕴含的演化推理和不确定性信息,构建具有不确定性感知的技能,帮助智能体进行科学发现和实验规划。

Training Open Models for Agentic Phone Use

👍 9

Phones are becoming an important execution surface for general-purpose agents, but training open models for reliable phone use remains difficult because the environment that matters at deployment, real devices running real apps, is slow, stateful, side-effectful, and hard to reset or verify, while s

中文介绍 针对手机智能体训练中真实设备环境慢、有状态、难以重置等问题,提出训练开源模型的方法,在仿真与真实设备间平衡,实现可靠的手机操作智能体。

Tmax: A simple recipe for terminal agents

👍 8

Terminal-using agents have quickly become the most popular downstream application of language models (LMs). Despite their prevalence, relatively little academic work has examined RL-based training of these models, likely due to difficult benchmarks, a lack of data, and a lack of simple baseline reci

中文介绍 Tmax提出终端智能体RL训练的简单配方,解决缺乏基准、数据和基线的问题。通过简洁的强化学习流程,在终端任务上实现高效训练,为终端智能体训练提供可复现基线。

Toward Open Weight Models Without Risks: Separating Public and Private Capabilities in LLMs

👍 7

Open-weight Large Language Models (LLMs) enable scientific progress and broad deployment. However, they make it difficult to control access to sensitive capabilities. Current practice either suppresses dangerous capabilities before release or mediates access through closed services that use speciali

中文介绍 提出在开源权重LLM中分离公共与私有能力的方法,在模型内部对敏感能力进行可控封装,既保留开源优势,又防止危险能力被滥用,避免当前「释放前抑制」或「封闭服务」的折衷。

PoLAR: Factorizing Extent and Mode in Latent Actions for Robot Policy Learning

👍 7

Latent action pretraining learns representations of visual change from pairs of observations, but existing methods typically encode each transition as a single unstructured representation that entangles transition extent and transition mode. We introduce Polar Latent Actions with Radial structure (P

中文介绍 PoLAR提出具有径向结构的极坐标隐动作(Polar Latent Actions),在机器人策略学习中解耦过渡的程度和模式,使隐动作表示更具可解释性和可控性。

40 Claude Opus 4.8 Workflows That Make Money While You Sleep

@eng_khairallah1 · 69.3K 粉丝 · 678.7K 阅 · 506 赞 · 81 转

Most people are using Claude Opus 4.8 to answer questions. Save this :) A small group of people have it running businesses while they sleep. The difference is not the model. You both have access to

中文介绍 分享 40 个 Claude Opus 4.8 工作流,展示如何用同一模型实现自动化创收而非简单问答,关键不在模型而在用法。

Introducing Engram: Scaling compute on your context

@EngramLab · 1.2K 粉丝 · 255.7K 阅 · 537 赞 · 76 转

We’re Engram. We’re building AI that learns from you and deeply understands your work. Today’s AI models don’t understand what you do. Not really. Everything models know comes from their training –

中文介绍 介绍 Engram,一款能持续学习用户工作上下文的新型 AI,突破传统模型仅依赖训练数据的局限,实现深度理解。

ORACLE: Official AI Agents Trade on Polymarket

@Oracle_Trade_ai · 39.9K 粉丝 · 197.8K 阅 · 2.8K 赞 · 580 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 ORACLE 推出官方 AI 代理在 Polymarket 交易,2026 年预测市场中超 30% 活动来自算法和 AI 钱包。

ORACLE: Official AI Agents Trade on Polymarket

@OracAItrading · 31.8K 粉丝 · 141.6K 阅 · 2.8K 赞 · 576 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 ORACLE 官方 AI 代理在 Polymarket 进行交易,2026 年预测市场中超 30% 活动来自算法及 AI 驱动钱包。

Interactions API: Our primary interface for Gemini models and agents

@GoogleAIStudio · 179.0K 粉丝 · 138.2K 阅 · 504 赞 · 42 转

Today we're announcing that the Interactions API has reached general availability and is now our primary API for interacting with Gemini models and agents. We launched its public beta in December

中文介绍 Google AI Studio 宣布 Interactions API 正式上线,成为与 Gemini 模型及代理交互的主要接口,从 12 月公开测试版升级。

ORACLE: Official AI Agents Trade on Polymarket

@Oractrading · 33.9K 粉丝 · 109.2K 阅 · 2.8K 赞 · 585 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 ORACLE 官方 AI 代理在 Polymarket 交易,自动驾驶策略占据 30% 以上活动。

How To Use Loop Engineering To Build A Self-Improving Quant Trading System

@RohOnChain · 51.4K 粉丝 · 108.3K 阅 · 501 赞 · 65 转

I will break down exactly how to build the loops that run an entire quant trading system on their own. Let's get straight to it. Bookmark This - I'm Roan, a backend developer working on system

中文介绍 详解用循环工程构建全自动量化交易系统,实现自我改进,从后端开发视角拆解循环设计。

How we built the world’s fastest API for GLM-5.2

@philipkiely · 8.6K 粉丝 · 73.1K 阅 · 544 赞 · 36 转

GLM-5.2 is the biggest news in open models since DeepSeek-R1. It’s easy to see why. GLM-5.2 delivers comparable performance to GPT 5.5 and Opus 4.8 at a fraction of the cost, generally 70-80% less

中文介绍 分享构建 GLM-5.2 模型最快 API 的经验,该模型性能与 GPT 5.5、Opus 4.8 相当但成本低 70-80%。

The Next 5 Years: A Supersonic Tsunami

@PeterDiamandis · 400.3K 粉丝 · 51.7K 阅 · 551 赞 · 75 转

Elon described the near future as a “supersonic tsunami”: a wave moving so fast and so large that by the time you hear it coming, it has already broken over you. The phrase stuck with me. So let me

中文介绍 引用 Elon Musk「超音速海啸」比喻,描绘未来五年科技变革的惊人速度与规模,提醒人们提前准备。

Loop Engineering Clearly Explained

@akshay_pachaar · 278.2K 粉丝 · 44.0K 阅 · 504 赞 · 72 转

Half your feed is suddenly saying the same thing. Stop prompting your agents, start engineering loops. Boris Cherny, the person who built Claude Code, said it plainly: "I don't prompt Claude anymore.

中文介绍 解释循环工程(Loop Engineering),引用 Claude Code 创建者 Boris Cherny 的话:不再提示模型,改为设计循环,推动智能体自主运作。

How GPT-5 helped immunologist Derya Unutmaz solve a 3-year-old mystery

GPT-5 Pro helped solve a 3-year-old immunology mystery, offering insights into T cell behavior. The breakthrough could support cancer and autoimmune research.

中文介绍 GPT-5 Pro帮助免疫学家Derya Unutmaz解决了一个长达三年的免疫学谜题,揭示了T细胞行为的新见解,有望支持癌症和自身免疫性疾病研究。

Helping build shared standards for advanced AI

OpenAI helps build shared standards for advanced AI, supporting evaluation frameworks, safety practices, and global cooperation through the Appia Foundation.

中文介绍 OpenAI通过Appia Foundation支持先进AI的评估框架、安全实践和全球合作,助力构建共享标准。

The $400 million machine powering the future of chipmaking

Jos Benschop is climbing a ladder to get to the top of his newest machine. It’s a bit of a schlep. The contraption is the size of a double-decker bus—more than 150 tons of gleaming precision-milled aluminum covered in thousands of snaking tubes, colored cables, and pressurized tanks. From the ground

中文介绍 ASML推出价值4亿美元的巨型机器,体积如双层巴士,超过150吨精密铝材制成,用于推动未来芯片制造。

[AINews] SpaceX is already a $28B/yr Neocloud

a quiet day lets us reflect on some numbers from Jamin Ball.

中文介绍 据Jamin Ball数据,SpaceX已成长为年收入280亿美元的Neocloud(新型云服务商)。

How Omio is building the future of conversational travel

Discover how Omio uses OpenAI to power conversational travel experiences, accelerate product development, and transform into an AI-native company.

中文介绍 Omio利用OpenAI技术打造对话式旅行体验,加速产品开发,转型为AI原生公司。

Red-Teaming after Mythos — Zico Kolter & Matt Fredrikson, Gray Swan

OpenAI boardmember Zico Kolter and Gray Swan CEO Matt Fredrikson join swyx to explain why AI security is not just “cybersecurity with AI”

中文介绍 OpenAI董事会成员Zico Kolter与Gray Swan CEO Matt Fredrikson讨论红队测试,强调AI安全不仅仅是“AI网络安全”。

Three things to watch amid Anthropic’s latest feud with the government

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. For those of you enjoying your summer unaware of Anthropic’s latest feud with the US government, here’s a recap: In April the company said it had built an AI mode

中文介绍 Anthropic与美国政府的最新争执中有三个关键点值得关注,涉及AI政策与监管冲突。

Patch the Planet: a Daybreak initiative to support open source maintainers

OpenAI introduces Patch the Planet, a Daybreak initiative helping open-source maintainers find, validate, and fix vulnerabilities with AI and expert review.

中文介绍 OpenAI推出Daybreak计划下的“Patch the Planet”项目,利用AI和专家审查帮助开源维护者发现、验证和修复漏洞。

Daybreak: Tools for securing every organization in the world

OpenAI introduces new Daybreak tools, including Codex Security and GPT-5.5-Cyber, to help organizations find, validate, and patch vulnerabilities at scale.

中文介绍 OpenAI发布Daybreak新工具,包括Codex Security和GPT-5.5-Cyber,帮助组织大规模发现、验证和修补漏洞。

not much happened today

**OpenAI** expanded its **Daybreak** program with the **GPT-5.5-Cyber** model, focusing on closed-loop patch generation for cybersecurity, scanning over 30 million commits and covering major projects like cURL and Python. The release sparked debate on policy and export controls, contrasting with **A

中文介绍 OpenAI扩展Daybreak计划,发布GPT-5.5-Cyber模型,专注于网络安全闭环补丁生成,扫描超3000万次提交,覆盖cURL、Python等主要项目,引发政策与出口管制讨论。

市场总览

综合技术面来看,当前市场呈现明显分化。加密领域极度恐慌(恐慌贪婪指数17),总市值2.23T美元24h下跌2.08%,BTC主导率56.2%,ETH占9%,比特币、以太坊、Solana均处于空头排列,RSI低于40,MACD负值,整体承压。美股方面,SPY和QQQ虽维持中长期多头排列(SMA50>200),但价格已跌破20日均线,RSI回落至45-49区间,短期动能衰减,科技股如NVDA、TSLA等趋势偏空,MSFT、META更已转为空头排列。中概股集体走弱,阿里巴巴、拼多多、京东RSI进入超卖区(21-28),价格接近52周低点,空头排列明显。商品外汇方面,黄金期货RSI 34,MACD死叉;原油RSI 27.9超卖,但均线系统仍偏空;美元指数RSI 75.3超买,MACD金叉且价格高于所有均线,上行趋势强劲。整体而言,多数资产短期偏向下行,仅美元指数等少数品种维持强势。

今日关注

DX-Y.NYB 美元指数 DXY
偏上行

RSI 75.3处于超买区域,MACD金叉(0.4899>0.3447),价格101.39高于所有均线(SMA20=99.79, SMA50=99.02, SMA200=98.71),呈多头排列,接近52周高点,技术面显示强劲上行趋势。

BABA 阿里巴巴 (BABA)
偏下行

RSI 21.2处于超卖区域,价格102.6远低于所有均线(SMA20=118.22, SMA50=128.35, SMA200=148.89),MACD为负且信号线上方(-7.0192 vs -5.5618),空头排列明显,距52周低仅0.75%,下行压力持续。

SPY S&P 500 ETF
中性

价格733.58失守20日均线746.56,但仍在50日均线732.03之上且远高于200日均线689.29;RSI 45.9中性;MACD柱状图为负(2.4662<4.607),短期动能偏弱但长期多头未破,方向不明。

全部资产

^VIX

VIX 恐慌指数

$19.49 +12.79%
5 日
+20.31%
距 52w 高
-44.8%
RSI(14)
54.4
趋势
中性
SMA 20 / 50 / 200
17.58 / 17.76 / 18.59
MACD / 信号
0.025 / -0.050
死叉(SMA50↓SMA200) (8 天前)MACD 金叉 (今天)

^TNX

10Y 美债收益率 (%)

$4.49 +0.94%
5 日
+0.13%
距 52w 高
-10.1%
RSI(14)
52.2
趋势
多头
SMA 20 / 50 / 200
4.49 / 4.43 / 4.22
MACD / 信号
0.005 / 0.014
多头排列

DX-Y.NYB

美元指数 DXY

$101.39 +0.37%
5 日
+1.77%
距 52w 高
-0.0%
RSI(14)
75.3
趋势
多头
SMA 20 / 50 / 200
99.79 / 99.02 / 98.71
MACD / 信号
0.490 / 0.345
MACD 金叉 (3 天前)RSI 超买接近 52 周高多头排列

SPY

S&P 500 ETF

$733.58 -1.45%
5 日
-2.82%
距 52w 高
-3.5%
RSI(14)
45.9
趋势
多头
SMA 20 / 50 / 200
746.56 / 732.03 / 689.29
MACD / 信号
2.466 / 4.607
多头排列

QQQ

Nasdaq 100 ETF

$713.65 -3.29%
5 日
-4.08%
距 52w 高
-4.7%
RSI(14)
48.8
趋势
多头
SMA 20 / 50 / 200
727.85 / 697.79 / 630.16
MACD / 信号
7.906 / 10.255
多头排列

AAPL

Apple

$294.30 -0.91%
5 日
-0.72%
距 52w 高
-7.3%
RSI(14)
47.1
趋势
多头
SMA 20 / 50 / 200
302.27 / 290.15 / 268.76
MACD / 信号
0.578 / 2.329
多头排列

MSFT

Microsoft

$373.94 +1.80%
5 日
-6.46%
距 52w 高
-32.7%
RSI(14)
35.3
趋势
空头
SMA 20 / 50 / 200
408.33 / 412.92 / 449.99
MACD / 信号
-11.251 / -6.188
空头排列

NVDA

Nvidia

$200.04 -4.13%
5 日
-5.84%
距 52w 高
-15.4%
RSI(14)
42.5
趋势
中性
SMA 20 / 50 / 200
210.49 / 210.03 / 190.23
MACD / 信号
-1.684 / -0.575

GOOGL

Alphabet

$346.13 -1.02%
5 日
-6.29%
距 52w 高
-15.3%
RSI(14)
37.4
趋势
中性
SMA 20 / 50 / 200
367.89 / 368.58 / 312.26
MACD / 信号
-4.400 / -1.852

TSLA

Tesla

$381.61 -5.79%
5 日
-7.18%
距 52w 高
-23.5%
RSI(14)
40.9
趋势
空头
SMA 20 / 50 / 200
410.84 / 404.33 / 417.53
MACD / 信号
-4.306 / -1.606
空头排列

META

Meta

$562.20 -0.29%
5 日
-5.27%
距 52w 高
-29.4%
RSI(14)
39.0
趋势
空头
SMA 20 / 50 / 200
594.90 / 619.25 / 653.12
MACD / 信号
-13.241 / -10.953
空头排列
加密恐慌贪婪
17
极度恐慌
加密总市值
$2.23 T
-2.08% / 24h
BTC 主导率
56.2%
ETH 9.0%
24h 成交量
$73.6 B
活跃币 17,408

BTC-USD

Bitcoin

$62,795.70 -1.81%
5 日
-0.16%
距 52w 高
-50.2%
RSI(14)
37.6
趋势
空头
SMA 20 / 50 / 200
63,461.09 / 71,466.27 / 76,449.81
MACD / 信号
-1,966.667 / -2,363.914
空头排列

ETH-USD

Ethereum

$1,669.93 -3.28%
5 日
-2.32%
距 52w 高
-66.3%
RSI(14)
37.4
趋势
空头
SMA 20 / 50 / 200
1,694.50 / 1,965.50 / 2,349.97
MACD / 信号
-65.165 / -81.420
空头排列

SOL-USD

Solana

$69.82 -2.90%
5 日
+0.28%
距 52w 高
-72.4%
RSI(14)
43.3
趋势
空头
SMA 20 / 50 / 200
68.76 / 79.22 / 96.75
MACD / 信号
-1.713 / -2.576
空头排列

BABA

阿里巴巴 (BABA)

$102.60 -2.26%
5 日
-8.84%
距 52w 高
-46.7%
RSI(14)
21.2
趋势
空头
SMA 20 / 50 / 200
118.22 / 128.35 / 148.89
MACD / 信号
-7.019 / -5.562
RSI 超卖接近 52 周低空头排列

PDD

拼多多 (PDD)

$76.56 -1.98%
5 日
-8.37%
距 52w 高
-45.1%
RSI(14)
27.9
趋势
空头
SMA 20 / 50 / 200
83.55 / 92.84 / 110.12
MACD / 信号
-4.266 / -4.031
RSI 超卖接近 52 周低空头排列

JD

京东 (JD)

$26.12 -3.33%
5 日
-8.93%
距 52w 高
-29.1%
RSI(14)
28.1
趋势
空头
SMA 20 / 50 / 200
28.63 / 29.98 / 30.20
MACD / 信号
-0.847 / -0.612
RSI 超卖空头排列

0700.HK

腾讯控股 (0700.HK)

HK$414.80 -4.20%
5 日
-9.75%
距 52w 高
-39.3%
RSI(14)
34.0
趋势
空头
SMA 20 / 50 / 200
447.41 / 465.97 / 564.14
MACD / 信号
-8.007 / -5.743
MACD 死叉 (1 天前)接近 52 周低空头排列

GC=F

黄金期货

$4,115.80 -1.58%
5 日
-4.90%
距 52w 高
-26.3%
RSI(14)
34.0
趋势
中性
SMA 20 / 50 / 200
4,338.53 / 4,533.18 / 4,442.11
MACD / 信号
-101.213 / -94.322
MACD 死叉 (1 天前)

CL=F

WTI 原油期货

$72.70 -2.83%
5 日
-9.97%
距 52w 高
-39.2%
RSI(14)
27.9
趋势
中性
SMA 20 / 50 / 200
86.21 / 93.38 / 73.77
MACD / 信号
-5.710 / -4.126
RSI 超卖

USDCNY=X

美元 / 人民币

¥6.79 +0.22%
5 日
+0.48%
距 52w 高
-5.9%
RSI(14)
56.5
趋势
空头
SMA 20 / 50 / 200
6.77 / 6.80 / 6.95
MACD / 信号
-0.007 / -0.011
接近 52 周低空头排列
风险提示

过去走势不代表未来表现,本报告仅基于当前技术指标读数进行客观描述,不构成任何投资建议。仅供技术指标解读参考,请结合其他因素独立判断。

U.S. and Iran Offer Conflicting Accounts of Nuclear Discussions

President Trump said Iran had agreed to the “highest level” inspections, hours after an Iranian official said there were “no detailed discussions on the nuclear issue,” as the two sides continued to present different narratives of their latest talks.

中文摘要 美伊就核谈判各执一词。特朗普称伊朗同意“最高级别”核查,但伊朗官员表示“未就核问题详细讨论”,双方对最新会谈描述不一。

Australia politics live: Energy minister asks regulator to investigate big jump in power companies’ supply fees

Social services minister says Pauline Hanson ‘completely unsympathetic’ to financial stress of having a baby. Follow today’s news live Get our breaking news email, free app or daily news podcast Ruston pushes for overhaul to controversial aged care tool Over to her portfolio, the shadow health and a

中文摘要 澳大利亚能源部长要求监管机构调查电力公司供应费大幅上涨。社会服务部长批评保琳·汉森对育儿经济压力“毫无同情心”。

Chinese e-commerce giant Alibaba sues US government over defence blacklist

It is suing the US defence department after it was added to a list of firms with ties to the Chinese military.

中文摘要 中国电商巨头阿里巴巴起诉美国政府,因其被列入有中国军方背景的企业黑名单。阿里巴巴控告美国国防部。

Protesters sentenced to decades in US prison over alleged antifa ties

Civil liberties advocates have expressed alarm over the case involving a protest outside Prairieland Detention Center.

中文摘要 美国抗议者因被指与antifa关联被判数十年监禁。民权倡导者对Prairieland拘留中心外的抗议案件表示震惊。

Stanford was their golden ticket - could AI help or hinder that?

The BBC spoke with Stanford University graduates about what they really think about artificial intelligence.

中文摘要 BBC采访斯坦福大学毕业生,探讨人工智能是助力还是阻碍人生之路。毕业生分享对AI的真实看法。

Multiple Airbus A380 planes to be grounded for urgent inspections after cracks found in wings

Airbus to inspect 15 Emirates and one Qantas plane after cracks found in structural wing beam of some jets Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast Airbus will inspect 16 A380 planes, five of them immediately, after cracks wer

中文摘要 空客A380机翼发现裂纹,多架飞机将停飞紧急检查。空客检查16架A380,其中5架立即停飞,涉及阿联酋航空和澳洲航空。

US Supreme Court says Rastafarian man shaved by prison guards can’t sue

The high court has upheld ruling that prisoners cannot sue prison staff for money damages under religious liberties law.

中文摘要 美国最高法院裁定,一名拉斯塔法里教徒被狱警剃发后不能起诉。法院维持原判:囚犯不得依据宗教自由法起诉狱警要求赔偿。

Here’s the latest.

中文摘要 暂无具体内容更新。该新闻为美伊谈判最新进展,但摘要信息缺失。

Israel’s deliberate targeting of Palestinian children

New UN report documents the toll of Israel's war on Gaza and its occupation of the West Bank on Palestinian children.

中文摘要 联合国新报告记录以色列在加沙战争和约旦河西岸占领中对巴勒斯坦儿童造成的伤害。报告指以色列蓄意针对儿童。

Scientists find ‘smoking gun’ evidence of world’s oldest meteorite strike in Western Australia

Curtin University researchers use innovative techniques to date three-billion-year-old impact crater in Pilbara region A meteorite that struck Earth three billion years ago left behind a “smoking gun” – evidence of the world’s oldest impact crater in a remote part of Australia. Ancient rocks in West

中文摘要 科廷大学研究人员利用创新技术,在西澳大利亚皮尔巴拉地区发现30亿年前陨石撞击坑的“确凿证据”,这是世界上最古老的陨石撞击。

Paraguay’s Almiron suspended for one game after red card for covering mouth

FIFA also stripped journalist Jorge Chipi Vera of World Cup credentials after he criticised Almiron's red card on air.

中文摘要 巴拉圭球员阿尔米隆因蒙嘴动作被红牌罚下,被禁赛一场。国际足联还取消记者Jorge Chipi Vera的世界杯采访证件,因其直播中批评红牌判罚。

U.N. Report Says Israeli Killings of Gaza Children Post-Truce Amount to Genocide

Israel’s U.N. mission dismissed the report as a “libelous sham,” and called the investigating commission a “fundamentally flawed mechanism.”

中文摘要 联合国报告称以色列停火后杀害加沙儿童的行为构成种族灭绝。以色列常驻联合国代表团驳斥该报告是“诽谤骗局”,称调查委员会“机制根本有缺陷”。

Gold Drops Below $4,100 as Tech-Led Selloff Spurs Liquidation

Gold extended a decline, as a tech-led selloff on Wall Street prompted investors to cut bullion holdings to cover losses elsewhere in their portfolios.

中文摘要 受华尔街科技股领跌拖累,投资者抛售黄金以弥补其他资产亏损,金价跌破4100美元。

Google's YouTube settles social media addiction case with teen

The 15-year-old plaintiff's case against three other tech giants begins next month.

中文摘要 谷歌旗下YouTube就一青少年社交媒体成瘾案达成和解。该15岁原告针对另外三家科技巨头的诉讼将于下月开庭。

UK Issues Energy Supply Warning as Heat Wave Strains Power Grid

The UK’s grid operator issued a rare summer power supply warning for Wednesday evening as soaring temperatures put stress on the energy system.

中文摘要 英国电网运营商发出罕见夏季供电预警,高温天气使能源系统承压,周三晚间可能出现供应紧张。

Stanford was their golden ticket - could AI help or hinder that?

The BBC spoke with Stanford University graduates about what they really think about artificial intelligence.

中文摘要 BBC采访斯坦福大学毕业生,探讨人工智能对他们的职业影响,是助力还是阻碍。

Ten years on, Brexit's economic impact is becoming clearer

A decade ago, many economists argued the UK would sustain longer-term economic damage by leaving the EU. So what did happen?

中文摘要 脱欧十年后,其经济影响逐渐清晰。经济学家曾预测英国脱欧将造成长期经济损失,现实数据正在验证这一观点。

The economic challenges facing the next prime minister

Though the person in charge of the country will change, the fiscal issues remain the same.

中文摘要 虽然首相换人,但英国面临的财政挑战不变。下任首相需应对同样的经济难题。

Xi Pressures Takaichi by Throttling Key Mineral Exports to Japan

China is choking shipments of some critical minerals to Japan, a slowdown that’s hurting companies and prompting calls for Prime Minister Sanae Takaichi to find a diplomatic off-ramp with Beijing.

中文摘要 中国限制对日本出口关键矿产,导致日本企业受损,促使首相高市早苗寻求与北京的外交出路。

UAE Oil Exports Surge to 85% of Pre-War Levels, IEA Says

Oil exports from the United Arab Emirates in early June recovered to nearly 85% of the country’s pre-Iran war levels — rebounding even before Washington and Tehran inked an interim peace deal as the Gulf nation drew on pipelines, storage and alternate shipping routes, according to a report from the

中文摘要 国际能源署称,阿联酋石油出口6月初已恢复至伊朗战争前水平的近85%,借助管道、储油和替代航线实现反弹,甚至早于美伊达成临时和平协议。

Asian Stocks Set to Extend AI Chip-Fueled Selloff: Markets Wrap

Stocks in Asia looked poised to extend Tuesday’s losses after a bruising Wall Street tech-led selloff deepened concerns that the artificial intelligence-driven equity rally may have run too far.

中文摘要 受华尔街科技股抛售拖累,亚洲股市周二继续下跌,投资者担忧人工智能驱动的涨势可能已过度。

Oil Holds Drop as More Tankers Cross Hormuz After Peace Talks

Oil held declines as more tankers openly cross the Strait of Hormuz, with the US and Iran making progress toward ending the war.

中文摘要 随着更多油轮公开穿越霍尔木兹海峡,美伊和谈取得进展,油价维持跌势。

CC Enable Computer Use

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