每日简报

2026-08-13

← 历史归档

cathrynlavery/diagram-design

HTML · ★ 10,039 · 🍴 659 · 📈 2,951 stars today

29 editorial diagram types for Claude Code. Self-contained HTML + SVG. No shadows, no Mermaid-slop.

中文介绍 提供29种编辑图表类型,用于Claude Code,使用自包含HTML和SVG,无阴影,不依赖Mermaid。适用于需要自定义图表的用户。

macro-inc/macro

Rust · ★ 1,685 · 🍴 218 · 📈 325 stars today

Macro is a unified workspace for teams: email, chat, docs, tasks, agents, calls, and CRM — @-linked together with shared AI memory.

中文介绍 为团队提供统一的办公空间,包括邮件、聊天、文档、任务、代理、通话和CRM等,通过共享AI记忆实现功能之间的链接。适用于需要高效团队协作的企业。

semantica-agi/semantica

Python · ★ 5,651 · 🍴 619 · 📈 834 stars today

Graph-Native Infrastructure for Context and Accountable AI Systems

中文介绍 为上下文和负责任的AI系统提供图原生基础设施,适用于需要构建复杂AI系统的开发者。

stablyai/orca

TypeScript · ★ 43,783 · 🍴 3,053 · 📈 1,215 stars today

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

中文介绍 Orca是一个用于管理并行代理的ADE,支持运行任何编码代理,适用于桌面、移动和VPS,适用于需要自动化编码任务的开发者。

msitarzewski/agency-agents

Shell · ★ 144,517 · 🍴 23,414 · 📈 1,969 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 提供一站式AI代理服务,包括前端专家、Reddit社区专家等,适用于需要多样化AI代理功能的用户。

shiyu-coder/Kronos

Python · ★ 36,927 · 🍴 6,149 · 📈 277 stars today

Kronos: A Foundation Model for the Language of Financial Markets

中文介绍 Kronos是一个金融市场语言的基础模型,适用于金融市场的分析师和研究者。

NanmiCoder/MediaCrawler

Python · ★ 61,945 · 🍴 12,121 · 📈 236 stars today

小红书笔记 | 评论爬虫、抖音视频 | 评论爬虫、快手视频 | 评论爬虫、B 站视频 | 评论爬虫、微博帖子 | 评论爬虫、百度贴吧帖子 | 百度贴吧评论回复爬虫 | 知乎问答文章|评论爬虫

中文介绍 小红书、抖音、快手、B站、微博、百度贴吧等平台的笔记、评论爬虫,适用于内容采集和数据分析。

hugohe3/ppt-master

Python · ★ 45,519 · 🍴 3,713 · 📈 364 stars today

AI turns documents or topics into real, native PowerPoint decks—with native shapes, transitions and animations, data-backed charts and tables on demand, audio narration from speaker notes, and support for your own .pptx templates. · by Hugo He

中文介绍 将文档或主题转换为PowerPoint演示文稿,适用于需要快速制作演示文稿的用户。

infiniflow/ragflow

Go · ★ 87,513 · 🍴 10,307 · 📈 182 stars today

RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

中文介绍 RAGFlow是一个融合了检索增强生成和代理能力的RAG引擎,适用于需要构建高级上下文层的LLM开发者。

paperclipai/paperclip

TypeScript · ★ 77,679 · 🍴 14,295 · 📈 573 stars today

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

中文介绍 开源的代理管理应用程序,适用于需要管理工作代理的用户。

NVIDIA-NeMo/Switchyard

Rust · ★ 783 · 🍴 81 · 📈 370 stars today

中文介绍 NVIDIA NeMo的Switchyard项目,具体用途未提供描述。

ZuodaoTech/everyone-can-use-english

TypeScript · ★ 36,047 · 🍴 5,027 · 📈 53 stars today

人人都能用英语

中文介绍 提供英语学习资源,适用于英语学习者。

smicallef/spiderfoot

Python · ★ 20,324 · 🍴 3,296 · 📈 40 stars today

SpiderFoot automates OSINT for threat intelligence and mapping your attack surface.

中文介绍 自动化OSINT以进行威胁情报和攻击面映射,适用于安全研究人员。

localsend/localsend

Dart · ★ 87,763 · 🍴 4,869 · 📈 284 stars today

An open-source cross-platform alternative to AirDrop

中文介绍 开源的跨平台文件传输工具,类似于AirDrop,适用于需要快速文件共享的用户。

Lightricks/LTX-2

Python · ★ 8,687 · 🍴 1,396 · 📈 40 stars today

Official Python inference and LoRA trainer package for the LTX-2 audio–video generative model.

中文介绍 LTX-2音频-视频生成模型的Python推理和LoRA训练包,适用于音频-视频生成模型的开发者。

embabel/embabel-agent

Kotlin · ★ 4,212 · 🍴 411 · 📈 29 stars today

Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/

中文介绍 JVM的代理框架,适用于需要构建JVM代理的用户。

cactus-compute/needle

Python · ★ 4,167 · 🍴 302 · 📈 346 stars today

14MB foundation model for tiny devices; phones, wearables, smart home, and robots.

中文介绍 适用于小型设备的14MB基础模型,包括手机、可穿戴设备、智能家居和机器人,适用于需要轻量级AI模型的开发者。

InSight-doc: Agentic Visual Perception for Long-Document Understanding

👍 5

Long-document understanding often requires reasoning over many visually rich pages, making inference costly and prone to context rot. In this work, we propose InSight-doc, an agentic visual perception framework that treats visual resolution as an adaptive reasoning-time resource. InSight-doc starts

ComBodied Agents: a New Paradigm of Human-Centric Agentic AI

👍 166

After an older adult misses a medication dose, a software agent can send another reminder and an embodied agent can bring the medication. Yet neither explains whether the person forgot, is confused, has side effects, or deliberately refused, nor what support is appropriate. This reveals a structural

Decoding-Level Taboo: A Diagnostic Stress Test for LLM Robustness

👍 7

Large language model evaluations typically focus on performance under nominal conditions, creating an illusion of capability where models comfortably walk a narrow, highly optimized generation corridor. In real-world deployments, however, complex system prompts, safety guardrails, and structural con

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

👍 550

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

360CityArena: A Realistic Virtual Urban Navigation Benchmark for Embodied Agents

👍 4

We present 360CityArena, a benchmark for evaluating the urban exploration capabilities of embodied agents within a photorealistic environment constructed from 360-degree videos. Existing outdoor benchmarks either lack sufficient photorealism or complexity, resulting in a considerable gap from real-w

On-Policy Self-Distillation without Any Supervision

👍 184

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

Business Arena: Benchmarking LLM Agents in a Realistic Marketplace

👍 16

Running a business is a challenging form of intelligent work. Operators must infer opportunities from partial signals, commit capital under uncertainty, adapt to delayed outcomes in a changing market, and satisfy regulatory obligations before trading legally. Frontier LLM agents can increasingly com

SymDiag: Explainable Diagnosis for LLM Reasoning via Neuro-Symbolic Verification

👍 5

Large language models (LLMs) increasingly serve as data-driven reasoners, yet their chains-of-thought (CoT) can be unfaithful even when final answers are correct. Most existing ``verification'' signals are not diagnostic: answer matching observes only the outcome, LLM-as-judge provides subjective an

TSDS-Toolbox: A Toolbox for Measuring Time-Series Dataset Similarity

👍 2

The rapid advancement of artificial intelligence (AI) has significantly accelerated research in time-series analysis, particularly in forecasting, classification, and generation tasks. Recent models, especially foundation models, benefit from time-series dataset similarity due to its significant rol

iFAN: Inference-Aware Learning for Plain Mask Transformers

👍 3

Query-based mask transformers assemble segmentation outputs through pixel-wise competition among query predictions of the final layer, yet this inference process is not explicitly optimized during training. We identify two key mismatches: the query with the highest probability-mask score does not ne

MirrorWorld: Taming Video Diffusion Models for Mirror Reflection Generation

👍 5

Recent advances in video diffusion models (VDMs) have enabled high-fidelity video synthesis. However, generating mirror reflections remains challenging because the content within a mirror must remain consistent with the surrounding scene. Existing VDMs are not specifically designed to model scene-to

The Next Screenshot Knows: Gated Hindsight Distillation for Mobile GUI Agents

👍 7

GUI agents are commonly trained offline from successful interaction trajectories. Standard training decomposes each trajectory into prefix-action pairs: the agent predicts an action from the current screen and interaction history, while the subsequent observation is discarded. This removes the ratio

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles

👍 3

Jigsaw puzzle solving requires jointly reasoning about visual content and geometric constraints, yet existing benchmarks use rectangular cuts that create ambiguous ground truth in texture-repeated regions. We introduce \ours{}, a benchmark with tab-and-blank interlocking pieces where geometric const

Omega-S: A Functional Resilience Index for LLM Fine-Tuning

👍 6

Fine-tuning a large language model on new data degrades what it previously learned. We present Omega-S, a drop-in penalty computed from the weight matrix alone: it needs no previous-task data, no Fisher matrix and no stored copy of the old weights. It is three lines in an existing training loop and

To FDE, or not to FDE?

@thejessezhang · 85.7K 粉丝 · 270.4K 阅 · 510 赞 · 30 转

Two-thirds of our deployment work is now done autonomously by our own product (via Duet). This post is about why that is, our philosophy on building a product + deployment motion, and how that's

中文介绍 探讨自动化部署策略及哲学,分析如何通过自研产品实现部署流程自主化。

Agentic Code Quality

@addyosmani · 408.3K 粉丝 · 175.5K 阅 · 509 赞 · 65 转

For much of human history, we've evaluated code quality via code review: someone reads what you wrote and makes sure it's clean, thoughtful, fast, understandable, and tests well. For agents, that

中文介绍 讨论代理型代码质量的评估方式,探讨如何针对代理型AI进行代码质量评估。

How to Build a Shared AI Harness for Your Team

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

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

中文介绍 介绍如何构建团队共享的AI工具集,实现工具和流程的统一协调。

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

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

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

中文介绍 分享7条AI工程师应知的自我提升代理型循环规则,探讨AI代理的自我进化。

/show-me: compact visual representations for coding agents

@dexhorthy · 30.0K 粉丝 · 42.9K 阅 · 635 赞 · 31 转

tl;dr make your agent converse visually instead of in walls of prose. Lighter and faster than HTML, good enough for most dev-work shaped problems. Coding agents are pretty much unreadable The

中文介绍 介绍/show-me工具,提供视觉表示方法以更直观地编程代理型AI。

Intro to Grok Bot

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

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

中文介绍 介绍Grok Bot,探讨个人代理工具的选择与应用。

Grok 4.6 – A field guide

@ericzakariasson · 80.4K 粉丝 · 32.2K 阅 · 719 赞 · 52 转

Grok 4.6 is out! I've used it for a few weeks as my daily driver across the normal mix of coding and knowledge work, and built a few projects with it specifically to push on where it holds up. It's

中文介绍 发布Grok 4.6版本,分享个人在编程和知识工作中使用Grok的经验。

Scaling AI agents with trustworthy data

Business and technology leaders need no convincing that the time of agentic AI is here. Organizations are rapidly adopting agents, and few executives doubt the technology’s potential to transform work. But many organizations find that realizing the desired return on investment (ROI) from AI hinges o

中文介绍 企业和技术领导者普遍认为,具备可信数据的智能体AI时代已经到来,组织正在快速采用智能体,少有高管怀疑这项技术改变工作的潜力。

Putting sign language AI into users’ hands

Introducing sign-language-to-text (SL2T), our breakthrough model powering new sign language features for Deaf and hard of hearing users.

中文介绍 DeepMind推出突破性模型SL2T,为听障和听力受损用户提供新的手语功能。

From assistance to execution: How enterprises put AI to work

OpenAI research reveals how enterprises are adopting agentic AI, using ChatGPT and Codex, and how frontier firms are pulling ahead in AI adoption.

中文介绍 OpenAI研究揭示企业如何采用智能体AI,使用ChatGPT和Codex,以及前沿企业在AI采用方面的领先。

How RingCentral builds AI-native work from engineering to ops

See how RingCentral uses ChatGPT Work and Codex to accelerate AI product development and centralize operational intelligence across engineering and operations.

中文介绍 RingCentral如何利用ChatGPT Work和Codex加速AI产品开发并集中工程和运营的运营智能。

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

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

中文介绍 Chai Discovery在夏季完成四笔交易,成为Bio × AI工具的领先者。

Testing ads in ChatGPT

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

中文介绍 OpenAI开始在ChatGPT中测试广告,以支持免费访问,并确保清晰标签、答案独立性、强大的隐私保护和用户控制。

Daybreak models are now available on AWS

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

中文介绍 OpenAI和AWS通过Amazon Bedrock提供Daybreak网络安全能力,以支持企业安全工作流程。

AI professors are negotiating the new realities of academic research

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

中文介绍 AI教授正在协商学术研究的新现实。

Australia politics live: Rio Tinto given $2.5bn bailout for Australia’s largest aluminium smelter; tech giants face law to pay for news content

Tim Ayres says bailout means the facility will remain operational until 2039. Follow today’s news live Get our breaking news email, free app or daily news podcast Legislation forcing tech companies to pay for Australian journalism to be introduced The government will today introduce its legislation

中文摘要 力拓公司获得25亿美元救助以维持澳大利亚最大铝厂运营至2039年,政府将引入立法迫使科技公司为澳大利亚新闻内容付费。

First Total Eclipse in Europe in Decades Turns Day to Night

From Iceland to Spain, people flocked to viewing spots to see the moon completely block out the sun.

中文摘要 数十年来欧洲首次出现日全食,从冰岛到西班牙,人们纷纷前往观景地点观看月亮完全遮住太阳。

Israeli militants besiege two Palestinian families in their West Bank homes

Settlers and soldiers cut off water and electricity to homes, and block medical care in campaign of terror Israeli militants have besieged two Palestinian families in their homes since the weekend, aiming to take over their properties in the West Bank village of Qusra through a campaign of terror. A

中文摘要 以色列极端分子自周末起围困西岸村庄库萨拉的两户巴勒斯坦家庭,旨在接管他们的财产。

See the 2026 European Solar Eclipse, in Photos and Videos

People gathered across the continent to watch the total solar eclipse on Wednesday.

中文摘要 人们在欧洲大陆各地聚集观看日全食,从西班牙到冰岛,人们纷纷前往观景地点。

11-year-old boy shot by Israeli forces in Gaza

The father of an 11-year-old boy says Israeli forces shot his son in the head and leg in Khan Younis.

中文摘要 一名11岁的男孩在加沙被以色列军队开枪击中头部和腿部。

Europe solar eclipse: millions watch rare spectacle across Spain, UK and Iceland – as it happened

Eclipse witnessed by tens of millions across western Europe as enthusiasts gather along path of totality Solar eclipse 2026 across Europe: in pictures Cruise ships, quiet towns and an all-day festival: millions flock to eclipse viewing spots across Europe in Land’s End, Cornwall The roads and car pa

中文摘要 数百万人观看欧洲日全食,爱好者聚集在全食路径上,从康沃尔的兰兹恩德到游轮、安静的小镇和全天庆祝活动。

Atlas Merchant Invests in Edge Focus

Bob Diamond, CEO of Atlas Merchant Capital & Elliott Lorenz, Co-Founder & CEO of Edge Focus discuss the new minority investment. They also discussed the role of private credit in consumer debt. (Source: Bloomberg)

中文摘要 Atlas Merchant Capital CEO Bob Diamond与Edge Focus联合创始人兼CEO Elliott Lorenz讨论了新的少数股权投资,并探讨了私人信贷在消费债务中的作用。

Asian Stocks Poised to Gain on Benign US Inflation: Markets Wrap

Stocks in Asia were poised for gains Thursday after the latest US inflation report matched expectations, easing concerns about imminent Federal Reserve rate increases.

中文摘要 亚洲股市预期上涨,最新美国通胀报告符合预期,缓解了对美联储即将加息的担忧。

Latest Oil Market News and Analysis for Aug. 13

Oil edged lower after a five-session advance, as traders waited for signs of progress toward reopening the Strait of Hormuz.

中文摘要 油价在连续五日上涨后小幅下跌,交易者等待霍尔木兹海峡重新开放进展的迹象。

ANZ Profit Rises on Deposit Growth, Expansion in Business Loans

ANZ Group Holdings Ltd.’s profit climbed in the third quarter as the bank grew customer deposits and lending expanded in its business and private banking division.

中文摘要 ANZ集团第三季度利润上升,银行客户存款增长,商业贷款和私人银行业务贷款扩大。

Kushner, Iger Buy Lakers for Record-Breaking $12.5 Billion

Josh Kushner and Bob Iger are buying the Los Angeles Lakers basketball team for a record-breaking price of $12.5 billion, according to people familiar with the matter. Randall Williams has the details. (Source: Bloomberg)

中文摘要 Josh Kushner和Bob Iger以创纪录的125亿美元收购洛杉矶湖人队。

Indonesian Tech Firm GoTo Cut From MSCI Indexes in Review

MSCI Inc. removed GoTo Group from its indexes after a plunge in the Indonesian tech company’s share price left the stock difficult to trade.

中文摘要 MSCI将印尼科技公司GoTo从其指数中剔除,此前该公司股价暴跌,股票难以交易。

Singer Vehicle Founder on Louis Vuitton Partnership

In a groundbreaking collaboration, luxury fashion house Louis Vuitton and high-end automotive restoration company Singer have teamed up to create custom Porsche cars. This marks a first for both brands, as Louis Vuitton has never engaged in co-branding before, and Singer has not previously partnered

中文摘要 奢侈品牌路易威登与高端汽车修复公司Singer合作,共同打造定制保时捷汽车。这是两个品牌首次合作,路易威登此前从未进行过品牌合作。

Former CDC Official on the Cyclospora Outbreak

Dr. Debra Houry, Former Deputy Director for Program & Science at the CDC, discusses the ongoing cyclospora outbreak amid conflicting messages from health authorities. While the Department of Health and Human Services (HHS) declared the outbreak contained and stated that salad is safe to eat, CDC dat

中文摘要 前CDC副总监Debra Houry讨论了正在进行的循环孢子虫病爆发,同时卫生当局发出相互矛盾的信息。

Rio Tinto Aluminum Smelter Receives $1.8 Billion Bailout

The owners of Australia’s biggest aluminum smelter, including Rio Tinto Group, secured a government bailout of A$2.5 billion ($1.8 billion) to keep the plant operating as they grapple with high energy costs.

中文摘要 包括力拓集团在内的澳大利亚最大铝冶炼厂所有者获得了25亿澳元(18亿美元)的政府救助,以维持工厂运营,同时应对高昂的能源成本。

US Regulator Denies Egan-Jones Bid to Expand Ratings Business

The Securities and Exchange Commission rejected credit rating firm Egan-Jones Ratings Co.’s application to re-enter the market for grading government debt and asset-backed securities, the latest sign of regulatory pushback against the small but prolific agency.

中文摘要 美国证券交易委员会拒绝信用评级公司Egan-Jones Ratings Co.重新进入政府债务和资产支持证券评级市场的申请。

Lakers Sold, Paramount Fight, 'Daddy' Podcast | Bloomberg Deals 8/12/2026

A weekly, midday program that delivers high-impact, editorially driven coverage of the most important corporate transactions shaping the global market. Today's guests: Evercore Global Head of Private Capital Nigel Dawn, Ancora Advisors President James Chadwick, Angel City Football Club Co-Founder &

中文摘要 《Bloomberg Deals》节目讨论了湖人队出售、派拉蒙的斗争以及《Daddy》播客等重要企业交易。

该源今日无内容。