每日简报

2026-07-01

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hasaneyldrm/exercises-dataset

HTML · ★ 6,557 · 🍴 789 · 📈 1,343 stars today

A comprehensive dataset of 433 fitness exercises. Each entry includes name, category, target muscle group, equipment, instructions, thumbnail image, and animation video.

中文介绍 包含433种健身练习的综合数据集,每条记录包括名称、类别、目标肌肉群、所需设备、动作说明、缩略图和动画视频。适合健身应用开发、AI训练或运动分析研究。

usestrix/strix

Python · ★ 28,099 · 🍴 3,124 · 📈 515 stars today

Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.

中文介绍 开源AI渗透测试工具,自动发现并修复Web应用安全漏洞。安全工程师和开发人员可用于持续集成、漏洞扫描、修复建议等场景,提升应用安全性。

msitarzewski/agency-agents

Shell · ★ 120,833 · 🍴 19,744 · 📈 1,791 stars today

A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.

中文介绍 一套完整的AI代理集群,包含前端专家、Reddit社区运营、创意注入、事实核查等角色,每个代理拥有独立人格和流程。适合企业或个人自动化复杂工作流。

altic-dev/FluidVoice

Swift · ★ 4,909 · 🍴 300 · 📈 588 stars today

Fastest and only macOS Dictation app with on-device STT and custom trained AI enhancement model - Local Wispr Flow alternative. One ⭐ takes us a long way :)) Windows, iOS and Linux coming soon.

中文介绍 macOS上最快的听写应用,采用设备端语音转文字(STT)和自训练AI增强模型,无需联网即可实现隐私保护,是Wispr Flow的本地替代品。Windows/iOS/Linux版本即将推出。

diegosouzapw/OmniRoute

TypeScript · ★ 8,483 · 🍴 1,392 · 📈 387 stars today

Never stop coding. Free AI gateway: one endpoint, 231+ providers (50+ free), connect Claude Code, Codex, Cursor, Cline & Copilot to FREE Claude/GPT/Gemini. RTK+Caveman stacked compression saves 15-95% tokens, smart auto-fallback, MCP/A2A, multimodal APIs, Desktop/PWA.

中文介绍 免费AI网关,一个端点即可连接231+家AI提供商(其中50+免费),支持Claude Code、Codex、Cursor、Cline、Copilot等工具。采用RTK+Caveman压缩技术,节省15%-95%成本。适合频繁切换模型的开发者。

browser-use/video-use

Python · ★ 12,571 · 🍴 1,606 · 📈 721 stars today

Edit videos with coding agents

中文介绍 通过编码代理(coding agents)进行视频编辑。开发者可将视频处理任务交给AI代理,实现自动化剪辑、特效添加等操作,提升视频创作效率。

xbtlin/ai-berkshire

Python · ★ 7,470 · 🍴 953 · 📈 969 stars today

AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis.

中文介绍 基于Claude Code/Codex构建的价值投资研究框架,融合巴菲特、芒格、段永平、李录四位大师方法论,多Agent并行研究。帮助投资者快速分析公司基本面、估值和护城河。

Mebus/cupp

Python · ★ 6,094 · 🍴 2,047 · 📈 32 stars today

Common User Passwords Profiler (CUPP)

中文介绍 常见用户密码分析工具(CUPP),用于安全测试和渗透测试。通过分析用户行为模式,生成可能的密码字典,帮助评估组织密码策略的薄弱环节。

ripienaar/free-for-dev

HTML · ★ 127,304 · 🍴 13,305 · 📈 742 stars today

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

中文介绍 SaaS、PaaS和IaaS免费层列表,收录大量对DevOps和基础设施开发者有用的云服务。持续更新,便于快速查找免费资源,降低开发成本。

google/agents-cli

Python · ★ 4,167 · 🍴 453 · 📈 445 stars today

The CLI and skills that turn any coding assistant into an expert at creating, evaluating, and deploying AI agents on Google Cloud.

中文介绍 Google 推出的 CLI 工具,让任何编码助手都能在 Google Cloud 上创建、评估和部署 AI 代理。提供预设技能,简化代理开发流程,适合云原生 AI 工程师。

roboflow/supervision

Python · ★ 45,898 · 🍴 4,072 · 📈 309 stars today

We write your reusable computer vision tools. 💜

中文介绍 Roboflow 开源的计算机视觉工具库,封装了训练、标注、部署等常见任务的复用组件。开发者无需重复造轮子,可快速集成目标检测、分割、跟踪等功能。

ogulcancelik/herdr

Rust · ★ 8,994 · 🍴 539 · 📈 486 stars today

agent multiplexer that lives in your terminal.

中文介绍 终端里的 AI 代理多路复用器(multiplexer),可同时管理多个代理并协调它们的输出。适合在命令行环境中编排多个 AI 任务,提升效率。

simplex-chat/simplex-chat

Haskell · ★ 17,322 · 🍴 1,007 · 📈 1,235 stars today

SimpleX - the first messaging network operating without user identifiers of any kind - 100% private by design! iOS, Android and desktop apps 📱!

中文介绍 首个完全不需要用户标识符(如手机号、邮箱)的即时通讯网络,100%隐私保护。支持 iOS、Android 和桌面端,适用于对隐私有极高要求的通信场景。

CoreBunch/Instatic

TypeScript · ★ 1,513 · 🍴 137 · 📈 351 stars today

Instatic is a modern self-hosted visual CMS - get it running in 1 minute

中文介绍 现代化的自托管可视化 CMS,一分钟内即可运行。支持可视化编辑,无需数据库,适合快速搭建博客、企业官网或静态站点管理后台。

microsoft/AI-For-Beginners

Jupyter Notebook · ★ 49,341 · 🍴 10,159 · 📈 252 stars today

12 Weeks, 24 Lessons, AI for All!

中文介绍 微软推出的AI入门课程,共12周24节课。面向零基础学习者,涵盖AI基础概念、工具和实践项目,适合希望系统掌握AI知识的开发者。

facebook/astryx

TypeScript · ★ 1,755 · 🍴 95 · 📈 364 stars today

An open source design system that's fully customizable and agent ready

中文介绍 Facebook(Meta)开源的设计系统,完全可定制且对AI代理友好。提供一致的设计语言和组件库,帮助团队快速构建统一、可扩展的UI。

HKUDS/Vibe-Trading

Python · ★ 15,780 · 🍴 2,733 · 📈 721 stars today

"Vibe-Trading: Your Personal Trading Agent"

中文介绍 个人交易代理“Vibe-Trading”,利用AI辅助买卖决策。适合个人投资者进行市场分析、信号生成和自动化交易策略的执行。

obra/superpowers

Shell · ★ 242,480 · 🍴 21,519 · 📈 890 stars today

An agentic skills framework & software development methodology that works.

中文介绍 一种代理技能框架和软件开发方法论,强调实际效果。提供结构化方式让AI代理完成复杂任务,适用于需要可靠代理编排的软件项目。

Robbyant/lingbot-map

Python · ★ 8,859 · 🍴 859 · 📈 189 stars today

A feed-forward 3D foundation model for reconstructing scenes from streaming data

中文介绍 前馈式3D基础模型,用于从流数据(streaming data)实时重建场景。适合机器人导航、自动驾驶等需要连续环境感知的领域。

Agentic Abstention: Do Agents Know When to Stop Instead of Act?

👍 120

LLM agents are expected to act over multiple turns, using search, browsing interfaces, and terminal tools to complete user goals. Yet not every goal is well specified or achievable in the available environment. In such cases, a reliable agent should recognize that further interaction is unlikely to

中文介绍 Agentic Abstention 研究LLM代理在目标和环境不可达时主动停止行动的能力。提出让代理识别低效交互并放弃,避免资源浪费。定义了问题框架,为构建可靠代理提供新方向。

Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent

👍 67

We introduce Agents-A1, a 35B Mixture-of-Experts Agentic Model that reaches trillion-parameter-level performance by scaling the agent horizon. We investigate agent-horizon scaling from two perspectives: scaling long-horizon trajectories and scaling heterogeneous agent abilities. To support this goal

中文介绍 提出Agents-A1,一个35B参数的MoE代理模型,通过扩展代理视线(agent horizon)而非参数量达到万亿参数级性能。从长程轨迹和异构能力两方面扩展,在多种任务上实现高效能与低成本。

TUA-Bench: A Benchmark for General-Purpose Terminal-Use Agents

👍 44

As large language models and harness frameworks continue to advance, agents operating in terminals are increasingly capable of performing a broader range of general computer-use tasks beyond coding. However, existing benchmarks do not adequately evaluate general-purpose terminal computer-use agents

中文介绍 TUA-Bench 是面向通用终端代理的基准测试,弥补现有评测仅关注编码的不足。覆盖多种终端操作任务,评估代理在真实环境中的通用计算机使用能力,推动代理从专用向通用发展。

ReFreeKV: Towards Threshold-Free KV Cache Compression

👍 43

To reduce memory consumption during LLM inference, a handful of methods have been proposed for KV cache pruning. While these techniques can accomplish lossless memory reduction on many datasets, they often hinge on an under-emphasized condition: an input/domain-specific threshold for KV cache budget

中文介绍 ReFreeKV 提出无阈值的KV缓存压缩方法,无需为每个输入或领域预设阈值。通过自适应策略在保持无损性能的同时减少LLM推理内存占用,解决了现有剪枝方法依赖人工调参的局限。

Beyond IID: How General Are Tabular Foundation Models, Really?

👍 36

Foundation models for predictive machine learning on tabular data have recently gained significant traction in academia and industry. Research communities across disciplines are increasingly evaluating tabular foundation models on diverse datasets and tasks. However, these task- and discipline-speci

中文介绍 评估表格基础模型在非独立同分布(非IID)场景下的泛化能力。发现现有模型在跨领域、跨分布任务中性能下降显著,揭示其泛化局限,为构建更鲁棒的表格基础模型提供指导。

Trimming the Long-Tail of Visual World Modeling Evaluation

👍 35

Physical interactions follow a long-tailed distribution: a set of common and regular interactions dominates human experience and visual data, while a broad spectrum of rare and irregular interactions remains underrepresented. Although recent visual world models, including image and video generation

中文介绍 提出修剪视觉世界模型评估中的长尾问题,聚焦罕见交互场景。设计新基准以更全面评估模型对长尾分布的建模能力,揭示当前模型在罕见动态上的不足,推动更均衡的视觉世界模型发展。

Video-MME-Logical: A Controlled Diagnostic Benchmark for Video Temporal-Logical Reasoning

👍 23

Recent interest in multimodal large language models (MLLMs) raises a central question: can they reason over dynamic visual evidence rather than merely recognize objects or events in individual frames? This ability, which we refer to as video temporal-logical reasoning, requires models to maintain, u

中文介绍 Video-MME-Logical 是视频时序逻辑推理的诊断基准。评估MLLM在动态视频中基于事件时序和逻辑关系进行推理的能力,而非仅识别单帧物体。揭示当前模型在需要持续更新和推理的场景下的不足。

AsyncOPD: How Stale Can On-Policy Distillation Be?

👍 23

On-policy distillation (OPD) trains a student on its own rollouts guided by teacher feedback and is becoming increasingly important for large language model (LLM) post-training. Like reinforcement learning (RL), however, OPD faces an on-policy systems bottleneck, as rollouts can dominate training ti

中文介绍 AsyncOPD 研究异步在线蒸馏中梯度延迟的影响。提出允许学生在过时教师反馈下训练的异步方案,显著提升吞吐量同时保持性能。实验表明适度延迟对蒸馏质量影响有限,打破在线蒸馏的同步瓶颈。

Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction

👍 21

Video understanding is a fundamental capability for multimodal intelligence, and recent Multimodal Large Language Models (MLLMs) have achieved remarkable performance on Video Question Answering (VideoQA) benchmarks. However, existing benchmarks primarily evaluate whether models can perceive shallow

中文介绍 提出广义关键帧提取方法,连接VideoQA与视频引导的代理任务。通过提取具有因果关系的帧而非浅层特征,提升MLLM在复杂时序推理和动作执行上的表现,在多个基准上取得改进。

One-Step Gradient Delay is Not a Barrier for Large-Scale Asynchronous Pipeline Parallel LLM Pretraining

👍 19

Modern large-scale LLM pretraining benefits from utilizing Pipeline Parallelism; however, synchronous implementations leave GPUs idle during pipeline bubbles, wasting computational resources. Asynchronous Pipeline Parallelism eliminates these bubbles, maximizing throughput at the cost of gradient st

中文介绍 验证异步流水线并行中单步梯度延迟不会成为大规模LLM预训练的障碍。通过消除同步气泡,异步方案在保持模型质量的同时大幅提升吞吐量,实验表明单步延迟的影响可忽略,为高效训练提供新路径。

Monte Carlo Energy Aggregation for Mobile 3D Gaussian Splatting

👍 16

Recent advances in 3D Gaussian Splatting have demonstrated unprecedented success in novel view synthesis. However, the substantial inference and storage overhead driven by high-order Spherical Harmonics (SH) are primary bottlenecks for mobile platforms. In this paper, we present Flux-GS, a real-time

中文介绍 Flux-GS 针对移动端3D高斯泼溅提出蒙特卡罗能量聚合方法。用低阶球谐函数近似替代高阶,大幅降低推理和存储开销,实现移动设备实时新视角合成,同时保持高渲染质量。

OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

👍 15

Existing computer-use benchmarks fail to capture the realism, complexity, and long-horizon demands of real-world computer use, limiting their ability to reveal the limitations of frontier agents. We introduce OSWorld 2.0, a benchmark of 108 long-horizon computer-use workflows across everyday and pro

中文介绍 OSWorld 2.0 包含108个长程计算机操作工作流,覆盖日常和专业场景。评估代理在真实世界中的多步连续操作能力,揭示现有代理在长程规划、错误恢复等方面的显著不足,推动计算机使用代理研究。

TACO: Tool-Augmented Credit Optimization for Agentic Tool Use

👍 15

Agentic multimodal models perform diverse operations on an image via code and reason over the returned view, an effective paradigm for fine-grained visual question answering. However, code operations can be useful, redundant, or misleading. Outcome-only rewards cannot precisely distinguish these cas

中文介绍 TACO 为代理工具使用提出工具增强的信用分配优化方法。区分每个代码操作的有用性、冗余性或误导性,通过细粒度信用分配提升多模态代理在精细视觉问答中的工具使用效率。

SWE-Together: Evaluating Coding Agents in Interactive User Sessions

👍 11

Most coding-agent benchmarks are static: an agent receives a complete task description up front and is judged only by its final code. Real coding assistance is interactive, with users clarifying goals, adding constraints, and correcting mistakes over multiple turns. We introduce SWE-Together, a mult

中文介绍 SWE-Together 是交互式编码代理评估基准,模拟用户多轮对话中澄清目标、添加约束、纠正错误的过程。相比静态基准,更真实反映编码辅助场景,发现代理在动态交互中的缺陷。

GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots

👍 10

Data, as the fundamental substrate of modern intelligence, has greatly driven the development of current foundation models. Naturally, researchers aim to extend this paradigm to the domain of GUI agents, hoping to build strong GUI agents through a similar paradigm. However, GUI agent data cannot be

中文介绍 GUICrafter 利用海量无标注截图以弱监督方式训练GUI代理。无需人工标注,通过自监督预训练学习界面元素与操作,显著降低数据成本,在多个GUI任务上达到与强监督方法相当的性能。

Vesta: A Generalist Embodied Reasoning Model

👍 9

Robots operating in open-world environments must seamlessly integrate localization, spatial reasoning, navigation, and long-horizon planning. While specialist models excel at individual tasks, deploying a multi-model stack is computationally expensive and prone to cascading errors. We present Vesta,

中文介绍 Vesta 是一个通用具身推理模型,统一处理定位、空间推理、导航和长程规划。通过单一模型替代多模型栈,降低计算开销和级联错误,在多个机器人任务上展现强大泛化能力。

DreamForge-World 0.1 Preview: A Low-Compute Real-Time Controllable World Model

👍 8

We present DreamForge-World 0.1 Preview, a preview foundational world model for real-time interactive world simulation. The system adapts the LongLive 1 autoregressive video stack, itself derived from Wan2.1-T2V-1.3B, with a residual action pathway inspired by the Matrix-Game family. DreamForge-Worl

中文介绍 DreamForge-World 0.1 Preview 是低计算量的实时可控世界模型。基于LongLive 1和Wan2.1-T2V-1.3B的自回归视频架构,加入残差动作路径,实现交互式世界模拟,在资源受限设备上达到实时性能。

TheoremGraph: Bridging Formal and Informal Mathematics

👍 5

Mathematical knowledge is organized around statements and their dependencies, but this structure is exposed unevenly: informal papers cite mostly at the document level, while formal libraries record fine-grained dependencies over a much smaller body of mathematics. We introduce TheoremGraph, a unifi

中文介绍 TheoremGraph 构建连接形式化与非形式化数学的统一依赖图。通过跨粒度对齐定理和引理,增强数学知识的结构化表示,支持自动推理和文献导航,弥合两者之间的鸿沟。

PolicyGuard: A Dialogue-Grounded Sub-Agent Verifier for Policy Adherence in LLM Agents

👍 5

LLM agents handle user requests on behalf of organizations through tool calls and must follow the company policies stated in their system prompts. Prior work approaches this as a safeguarding problem -- external checks that block non-compliant agent actions. We argue that policy adherence is a broad

中文介绍 PolicyGuard 提出对话驱动的子代理验证器来确保LLM代理的政策遵从性。不同于外部阻止机制,该方法在对话中主动验证每个行动,覆盖更广泛的遵从场景,显著降低违规风险同时保持交互流畅。

RocketSmith: Agentic Additive Manufacturing of High-Powered Rockets

👍 4

RocketSmith is an agentic system which intelligently automates the DFAM process for the development of high powered rockets suitable for launch. The system utilizes a large language model to orchestrate the execution of software tools to validate design characteristics such as flight stability and g

中文介绍 RocketSmith 利用大语言模型自动编排软件工具,实现高功率火箭的智能增材制造(DFAM)。系统自动化验证飞行稳定性等设计特性,加速火箭开发流程,降低人工设计迭代成本。

ORACLE: Official AI Agents Trade on Polymarket

@OracleLimited · 37.6K 粉丝 · 202.9K 阅 · 2.8K 赞 · 562 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 2026年自主AI代理成为预测市场最有效策略,Polymarket上超30%交易量来自算法和AI钱包,揭示AI在金融预测领域的崛起。

ORACLE: Official AI Agents Trade on Polymarket

@OracleAiTrading · 34.1K 粉丝 · 176.1K 阅 · 2.7K 赞 · 567 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 2026年自主AI代理成为预测市场最有效策略,Polymarket上超30%交易量来自算法和AI钱包,展示AI代理在金融预测中的主导地位。

How to Build a $10,000-Level Website With Animations in Claude Code

@monokern · 1.9K 粉丝 · 175.8K 阅 · 546 赞 · 49 转

Agencies charge $5,000 for a portfolio site that looks this good I built mine in 2 hours. Here's exactly how This is the real walkthrough - not a generic template guide I'm using my own portfolio as

中文介绍 用Claude Code两小时搭建价值$10,000级别的动画网站,博主以个人作品集为例提供详细实操教程,非模板指南,真实走通全流程。

How To Become An AI Engineer in 2026 (Without a CS Degree)

@cyrilXBT · 187.0K 粉丝 · 171.8K 阅 · 505 赞 · 91 转

There is a sentence sitting on almost every AI engineering job posting that stops people before they even apply. Bachelor's degree in Computer Science required. Most people read that line, close the

中文介绍 2026年如何成为AI工程师(无需CS学位)——博主指出岗位要求CS学位常令人止步,但可绕过限制,分享替代路径和技能提升路线。

The Hermes + Obsidian + Claude Code Trinity: The Full System for Running a One Person Company

@cyrilXBT · 187.0K 粉丝 · 77.2K 阅 · 510 赞 · 93 转

There is a specific moment that tells you whether someone is running a real one person company or just using a lot of apps. It is the moment they get asked a question about their own business and they

中文介绍 一人公司运营系统:Hermes + Obsidian + Claude Code三件套。真实一人公司与堆砌应用的区别在于能否迅速回答业务问题,博主分享完整工作流。

Two kinds of scheduled work in Codex

@jxnlco · 113.3K 粉丝 · 54.2K 阅 · 501 赞 · 29 转

You want Codex to do something later, or keep checking something until it changes. That sounds like one feature. It is actually two different kinds of work, and the difference is simple: Scheduled

中文介绍 Codex中的定时工作分两种:一次性定时执行(Scheduled)和持续监控直到变化(Polling)。博主清晰解释区别,对自动化工作流设计有参考价值。

How LLM Inference Works, Clearly Explained.

@_avichawla · 71.1K 粉丝 · 39.8K 阅 · 501 赞 · 67 转

Every generate() call to an LLM runs two distinct computational phases on the same GPU: prefill (processing the prompt) is compute-bound while decode (generating tokens one at a time) is memory-bound.

中文介绍 LLM推理的每个generate()调用在GPU上经历两个阶段:预填充(Prompt处理,计算密集型)和解码(逐token生成,内存密集型)。清晰解释两者差异。

Build the machine economy with Unicity

@unicity_labs · 126.3K 粉丝 · 5.2K 阅 · 531 赞 · 200 转

Unicity is building The Secure Compute Platform for Autonomous AI. Identity, execution, governance, and payments - rebuilt for machines, with no human in the loop. The internet is being rebuilt for

中文介绍 Unicity构建面向自主AI的安全计算平台,为机器重建身份、执行、治理和支付体系,去除人工干预,推动机器经济基础设施建设。

Ahmad Osman on why local AI is catching up

After two packed AIEWF workshops, Ahmad Osman makes the case that local AI is catching up fast — from laptops and phones to enterprise-grade infrastructure.

中文介绍 Ahmad Osman在AIEWF研讨会后指出,本地AI正快速发展,应用范围从笔记本电脑、手机到企业级基础设施,进展迅速。

Claude Science is Anthropic’s newest flagship product

At an event for pharmaceutical executives, biotech founders, and researchers on Tuesday, Anthropic announced Claude Science, a major new product intended to support scientific research in the same way that Claude Code supports software engineering. Like Claude Code, Claude Science can autonomously c

中文介绍 Anthropic宣布推出旗舰产品Claude Science,旨在像Claude Code支持软件工程一样支持科学研究,面向制药高管、生物技术创始人和研究人员。

Why Specialization Is Inevitable

中文介绍 文章探讨AI领域专业化不可避免的趋势,分析其原因及对未来发展的影响。

Agriculture is ready for AI, but its data isn’t

Artificial intelligence is transforming what is possible in agriculture, but industry leaders should be wary of investing in AI without first laying the groundwork. The use cases are promising, especially for an industry navigating volatile fertilizer costs, unpredictable weather, and margins that l

中文介绍 AI有望改变农业,但行业领导者需谨慎:农业数据基础不足。尽管在应对化肥价格波动和不可预测天气方面应用前景广阔,但数据准备是关键。

How ChatGPT adoption has expanded

New OpenAI Signals data shows how ChatGPT adoption is growing globally, with users increasing usage, exploring more capabilities, and driving growth across regions and languages.

中文介绍 OpenAI Signals数据显示ChatGPT全球采用率增长,用户使用频率提升、探索更多功能,并在不同地区和语言中推动增长。

[AINews] not much happened today

a quiet day before the storm.

中文介绍 AI新闻汇总显示当日相对平静,但暗示后续可能有重大事件发生。

Introducing GeneBench-Pro

Introducing GeneBench-Pro, a new benchmark testing AI performance in genomics, biology, and scientific research using complex, real-world datasets.

中文介绍 OpenAI推出GeneBench-Pro基准测试,用于评估AI在基因组学、生物学和科学研究中的表现,使用复杂的真实世界数据集。

Core dump epidemiology: fixing an 18-year-old bug

OpenAI engineers used large-scale core dump analysis to debug rare infrastructure crashes, uncovering both a hardware fault and a long-standing software bug.

中文介绍 OpenAI工程师通过大规模核心转储分析,修复了罕见的底层崩溃,发现了一个硬件故障和一个存在18年的软件错误。

Inside Genebench-Pro

中文介绍 文章深入介绍GeneBench-Pro基准测试的设计、案例及应用,展示其评估AI科学能力的方式。

AI agents are not your “coworkers”

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here. Imagine coming in to work to learn that a new underling will report to you. The worker is not a person but an AI tool—one that your company nonetheless calls Alex

中文介绍 文章指出AI代理并非真正的同事,只是工具。公司可能将AI分配给员工管理,但这不代表同等的工作关系。

市场总览

今日市场技术面呈现显著分化。美股方面,SPY与QQQ均处于多头排列,价格位于各均线上方且接近52周高位,RSI位于55-57中性偏强区间,短期动量延续上行。加密资产整体承压,恐慌贪婪指数仅11(极度恐慌),总市值2.12万亿美元,24小时下跌1.5%;BTC-USD空头排列完整,RSI跌破30进入超卖区,MACD维持死叉,距52周低点仅0.63%,技术面极度疲弱。中概股普遍弱势,BABA、JD等RSI已进入20-30超卖区域且均线空头排列,短期反弹动能不足。商品外汇中,黄金期货与原油RSI均接近30超卖边界,但缺乏金叉确认;美元指数DXY则处于多头排列且RSI 67.2偏强,接近52周高,形成对比。VIX恐慌指数持续回落,MACD死叉,市场避险情绪有所降温。整体来看,传统股指与美元维持强势,而风险较高的加密与中概资产处于深度超卖状态,分化明显。

今日关注

SPY S&P 500 ETF
偏上行

当前价格746.77高于sma20(742.24)、sma50(735.87)、sma200(691.43),呈多头排列;RSI 55处于正常偏强区间;MACD 0.6816虽略低于信号线但差距微小;近1日上涨0.78%,近5日涨1.8%,且距52周高仅-1.79%,整体趋势上行。

BTC-USD Bitcoin
偏下行

价格58441.1远低于sma20(62643)、sma50(68497)、sma200(75354),空头排列明确;RSI 29.7进入超卖区;MACD -2376.7低于信号线-2321.5,维持死叉;距52周高回撤53.69%,接近52周低点0.63%,多项指标确认下行压力。

BABA 阿里巴巴 (BABA)
偏下行

价格95.98低于所有均线(sma20=110.63, sma50=124.53, sma200=147.68),空头排列;RSI仅19.8为严重超卖;MACD -8.7171在零轴下方且信号线-7.4917,死叉延续;近5日下跌6.45%,技术面持续疲弱。

AAPL Apple
中性

价格289.36略低于sma20(295.93)但高于sma200(270.03),与sma50(292.25)接近;RSI 46.9处于中性区间;MACD -2.7924低于信号线-0.6997,绿柱收缩;无金叉死叉信号,均线粘合,呈现震荡整理格局。

全部资产

^VIX

VIX 恐慌指数

$16.45 -6.80%
5 日
-15.60%
距 52w 高
-53.4%
RSI(14)
45.3
趋势
空头
SMA 20 / 50 / 200
18.06 / 17.74 / 18.67
MACD / 信号
-0.043 / 0.031
MACD 死叉 (今天)空头排列

^TNX

10Y 美债收益率 (%)

$4.42 +1.05%
5 日
-2.02%
距 52w 高
-11.6%
RSI(14)
45.8
趋势
中性
SMA 20 / 50 / 200
4.47 / 4.45 / 4.22
MACD / 信号
-0.015 / -0.001

DX-Y.NYB

美元指数 DXY

$101.24 +0.13%
5 日
-0.17%
距 52w 高
-0.5%
RSI(14)
67.2
趋势
多头
SMA 20 / 50 / 200
100.35 / 99.34 / 98.81
MACD / 信号
0.591 / 0.513
接近 52 周高多头排列

SPY

S&P 500 ETF

$746.77 +0.78%
5 日
+1.80%
距 52w 高
-1.8%
RSI(14)
55.0
趋势
多头
SMA 20 / 50 / 200
742.24 / 735.87 / 691.43
MACD / 信号
0.682 / 1.847
接近 52 周高多头排列

QQQ

Nasdaq 100 ETF

$736.40 +1.70%
5 日
+3.19%
距 52w 高
-1.6%
RSI(14)
56.6
趋势
多头
SMA 20 / 50 / 200
723.73 / 706.22 / 633.63
MACD / 信号
4.549 / 6.305
接近 52 周高多头排列

AAPL

Apple

$289.36 +2.70%
5 日
-1.68%
距 52w 高
-8.8%
RSI(14)
46.9
趋势
中性
SMA 20 / 50 / 200
295.93 / 292.25 / 270.03
MACD / 信号
-2.792 / -0.700

MSFT

Microsoft

$373.02 +1.21%
5 日
-0.25%
距 52w 高
-32.8%
RSI(14)
41.3
趋势
空头
SMA 20 / 50 / 200
391.65 / 408.94 / 446.69
MACD / 信号
-13.198 / -11.124
空头排列

NVDA

Nvidia

$200.09 +2.63%
5 日
+0.02%
距 52w 高
-15.4%
RSI(14)
45.2
趋势
中性
SMA 20 / 50 / 200
205.74 / 209.99 / 190.84
MACD / 信号
-3.879 / -2.572

GOOGL

Alphabet

$357.37 +1.05%
5 日
+3.25%
距 52w 高
-12.5%
RSI(14)
47.9
趋势
中性
SMA 20 / 50 / 200
358.53 / 369.94 / 315.01
MACD / 信号
-6.052 / -4.935

TSLA

Tesla

$420.60 +2.13%
5 日
+10.22%
距 52w 高
-15.7%
RSI(14)
56.8
趋势
中性
SMA 20 / 50 / 200
400.59 / 405.62 / 418.54
MACD / 信号
-3.306 / -4.386
MACD 金叉 (今天)

META

Meta

$563.29 +0.12%
5 日
+0.19%
距 52w 高
-29.3%
RSI(14)
42.8
趋势
空头
SMA 20 / 50 / 200
577.94 / 608.11 / 648.13
MACD / 信号
-14.688 / -13.851
空头排列
加密恐慌贪婪
11
极度恐慌
加密总市值
$2.12 T
-1.50% / 24h
BTC 主导率
55.4%
ETH 8.9%
24h 成交量
$77.1 B
活跃币 17,418

BTC-USD

Bitcoin

$58,441.10 -2.82%
5 日
-2.14%
距 52w 高
-53.7%
RSI(14)
29.7
趋势
空头
SMA 20 / 50 / 200
62,643.22 / 68,497.76 / 75,354.03
MACD / 信号
-2,376.712 / -2,321.458
MACD 死叉 (今天)RSI 超卖接近 52 周低空头排列

ETH-USD

Ethereum

$1,568.30 -2.60%
5 日
+0.22%
距 52w 高
-68.3%
RSI(14)
34.2
趋势
空头
SMA 20 / 50 / 200
1,670.68 / 1,860.14 / 2,294.38
MACD / 信号
-76.093 / -77.769
MACD 金叉 (1 天前)空头排列

SOL-USD

Solana

$73.44 -2.01%
5 日
+8.68%
距 52w 高
-71.0%
RSI(14)
52.4
趋势
空头
SMA 20 / 50 / 200
70.85 / 76.31 / 94.54
MACD / 信号
-0.632 / -1.492
空头排列

BABA

阿里巴巴 (BABA)

$95.98 +0.49%
5 日
-6.45%
距 52w 高
-50.2%
RSI(14)
19.8
趋势
空头
SMA 20 / 50 / 200
110.63 / 124.53 / 147.68
MACD / 信号
-8.717 / -7.492
RSI 超卖空头排列

PDD

拼多多 (PDD)

$76.28 -0.34%
5 日
-0.37%
距 52w 高
-45.3%
RSI(14)
33.7
趋势
空头
SMA 20 / 50 / 200
80.57 / 90.14 / 108.88
MACD / 信号
-4.226 / -4.277
MACD 金叉 (今天)空头排列

JD

京东 (JD)

$25.48 +0.91%
5 日
-2.45%
距 52w 高
-30.9%
RSI(14)
29.0
趋势
空头
SMA 20 / 50 / 200
27.62 / 29.43 / 30.01
MACD / 信号
-1.222 / -0.983
RSI 超卖空头排列

0700.HK

腾讯控股 (0700.HK)

HK$429.80 +2.28%
5 日
+3.62%
距 52w 高
-37.1%
RSI(14)
44.5
趋势
空头
SMA 20 / 50 / 200
444.93 / 458.14 / 559.73
MACD / 信号
-10.568 / -8.869
空头排列

GC=F

黄金期货

$4,020.60 -0.04%
5 日
-2.65%
距 52w 高
-28.0%
RSI(14)
33.8
趋势
中性
SMA 20 / 50 / 200
4,222.21 / 4,456.10 / 4,452.02
MACD / 信号
-126.270 / -113.517

CL=F

WTI 原油期货

$70.13 -0.88%
5 日
-4.21%
距 52w 高
-41.3%
RSI(14)
29.8
趋势
中性
SMA 20 / 50 / 200
81.30 / 91.23 / 73.97
MACD / 信号
-6.529 / -5.682
RSI 超卖

USDCNY=X

美元 / 人民币

¥6.78 -0.23%
5 日
-0.17%
距 52w 高
-6.0%
RSI(14)
47.4
趋势
空头
SMA 20 / 50 / 200
6.77 / 6.79 / 6.95
MACD / 信号
-0.000 / -0.004
接近 52 周低空头排列
风险提示

过去走势不代表未来表现,本报告仅基于历史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,请投资者独立判断风险。

Australia politics live: PM defends Treasury prediction that house prices will continue to rise despite tax reforms

Meanwhile Sarah Hanson-Young confirms Greens and Coalition in talks to pressure Labor on gambling. Follow today’s news live Get our breaking news email, free app or daily news podcast Albanese says charges against EY employees who accessed PM’s bank account details ‘appropriate’ It’s not just KPMG i

中文摘要 澳大利亚总理Albanese为财政部预测辩护,称尽管税改房价仍将继续上涨。绿党参议员Hanson-Young确认绿党与联盟党会谈,旨在施压工党限制赌博。Albanese还表示对EY员工访问其银行账户的指控“恰当”。

Afghan Taliban launch strikes on border with Pakistan as tensions escalate

Pakistan's military says it shot down four rudimentary drones and will respond to any further provocation.

中文摘要 阿富汗塔利班在巴基斯坦边境发动袭击,紧张局势升级。巴基斯坦军方称击落四架简易无人机,并表示将对任何进一步挑衅作出回应。

US envoys in Doha to meet mediators but not Iranians, Qatar says

Qatar's foreign ministry spokesman says no high-level meetings or direct talks between the US and Iran are scheduled.

中文摘要 美国特使在多哈与调解人会面,但卡塔尔方面表示,没有安排美伊高层会议或直接会谈。

Trump Officials Sideline Machado, Venezuela’s Opposition Leader, Over Earthquake Response

U.S. officials called a bid by María Corina Machado, the Nobel Peace Prize winner, to return to earthquake-battered Venezuela a “political stunt” that has distracted from recovery efforts.

中文摘要 特朗普政府官员将委内瑞拉反对派领袖马查多边缘化,称其试图返回地震灾区的行动是“政治表演”,分散了救灾努力。

Venezuelans the US deported hours before earthquakes still missing

The US deported at least 146 people to Venezuela, just hours before two deadly earthquakes struck last Wednesday.

中文摘要 美国在两次致命地震发生前数小时将至少146名委内瑞拉人遣返回国,这些人目前仍下落不明。

“WhatsApp Privacy Changes”

WhatsApp is rolling out usernames to keep phone numbers private.

中文摘要 WhatsApp正在推出用户名功能,允许用户隐藏电话号码以保护隐私。

China’s Plan to Save Jobs From A.I.

As it embeds the technology in every industry, China is thinking about how to keep humans employed.

中文摘要 中国在将人工智能嵌入各行业的同时,正计划出台措施以保持人类就业,防止大规模失业。

Beaver Statue Honoring the United States Is Smashed in Toronto

One of dozens of statues of Canada’s national animal, part of a public art installation for the World Cup, was destroyed. It was the one wearing stars and stripes.

中文摘要 多伦多世界杯公共艺术装置中,一只代表美国的河狸雕像被砸毁。该雕像原本是数十只加拿大国兽河狸雕像之一。

Why India’s viral youth party is still protesting

India's viral Cockroach Janta Party spends nearly two weeks protesting, demanding the education minister resign.

中文摘要 印度走红的青年政党“蟑螂人民党”持续抗议近两周,要求教育部长辞职。

Aid Workers in Venezuela Fear Disease Outbreaks After Twin Quakes

Health care workers worry that illnesses like cholera could spread in areas where clean water was already in short supply, and last week’s earthquakes destroyed water systems.

中文摘要 委内瑞拉双震后,救援人员担心疾病爆发。医疗工作者指出,原本清洁水就短缺的地区,水系统被破坏,可能爆发霍乱等疾病。

The Two Mexico Cities Fighting for Claim Over Soccer’s Origin

Mineral del Monte, a small former mining town that became a tourist destination partly because of its Cornish influence, claims that soccer in Mexico started there. Well, so does the nearby city of Pachuca.

中文摘要 墨西哥米内拉尔-德尔蒙特镇与帕丘卡市就足球起源地展开争论。前者因康沃尔影响成为旅游胜地,声称足球在墨西哥始于该镇,但帕丘卡也提出相同主张。

US Labor Market Steady as Stocks Gain

US stocks advanced on Tuesday as the main indexes notched their best quarter in six years and traders parsed the latest economic data. Bloomberg's Enda Curran has the latest. (Source: Bloomberg)

中文摘要 美国股市周二上涨,主要指数创六年来最佳季度表现,劳动力市场保持稳定。交易员评估最新经济数据。

Gold Steadies as US-Iran Peace Talks Frame Inflation Outlook

Gold was steady, with traders assessing peace talks between the US and Iran and weighing a fresh slew of US economic data for clues on the Federal Reserve’s next move on interest rates.

中文摘要 金价企稳,交易员评估美伊和谈及美国最新经济数据,寻找美联储利率下一步行动的线索。

Chinese tycoon sentenced to 30 years in US jail

Guo Wengui branded himself as a China critic, gaining followers who backed his fraudulent schemes.

中文摘要 中国商人郭文贵在美国被判处30年监禁。他自称是中国批评者,吸引追随者支持其欺诈计划。

Why Gen Z are planning for life without a state pension

Many younger people do not believe the state pension will exist when they are older

中文摘要 许多Z世代年轻人不相信国家养老金在他们年老时仍会存在,因此正在规划没有国家养老金的生活。

Plea for households to read energy meter as prices rise

Household energy prices have risen by 13% a year as regulator Ofgem's latest price cap kicks in.

中文摘要 英国能源监管机构Ofgem最新价格上限生效,家庭能源价格每年上涨13%,呼吁用户读取电表以准确计费。

Oaktree Capital-Backed ITG Raises $312.2 Million in US IPO

Digital infrastructure services firm ITG Inc. raised $312.2 million in a US initial public offering, pricing its shares below a marketed range.

中文摘要 橡树资本支持的数字化基础设施服务公司ITG Inc.在美股IPO中融资3.122亿美元,发行价低于市场推介区间。

Nike earnings helped by tariff refund but sales decline in China

Sportswear manufacturer reported $11bn in revenue in its most recent quarter, the lowest since February 2022

中文摘要 耐克最新季度营收110亿美元,为2022年2月以来最低;关税退税带来帮助,但中国销售额下滑。

Shutterstock Shares Fall After Getty Says It Will End Merger

Shares of Shutterstock Inc. plunged about 30% in after-hours trading after Getty Images Holdings Inc. said it would cancel a planned merger due to a ruling from UK regulators.

中文摘要 Getty Images宣布因英国监管机构裁决取消与Shutterstock的合并计划,Shutterstock股价盘后暴跌约30%。

Asian Stocks Rise After US Tech Gains, Yen Steady: Markets Wrap

Asian equities rose Wednesday after capping their best quarter in 17 years, as a rally in chipmakers and signs of US economic resilience fueled optimism about corporate earnings.

中文摘要 亚洲股市周三上涨,此前创下17年来最佳季度表现,芯片股反弹和美国经济韧性迹象提振企业盈利预期,日元持稳。

Oil Edges Up as Peace Talks Continue, Hormuz Traffic Recovers

Oil inched higher after the biggest quarterly drop since the pandemic, as traders monitored peace talks between the US and Iran and the return of shipping through the Strait of Hormuz.

中文摘要 油价小幅上涨,此前创下疫情以来最大季度跌幅。交易员关注美伊和谈进展以及霍尔木兹海峡航运恢复。

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