每日简报

2026-08-15

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cathrynlavery/diagram-design

HTML · ★ 17,176 · 🍴 1,023 · 📈 3,651 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,使用自包含的HTML和SVG,无需阴影,适用于Claude Code等编辑器。

cactus-compute/needle

Python · ★ 5,583 · 🍴 372 · 📈 661 stars today

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

中文介绍 为小型设备设计的14MB基础模型,适用于手机、可穿戴设备、智能家居和机器人。

megadose/holehe

Python · ★ 12,831 · 🍴 1,716 · 📈 427 stars today

holehe allows you to check if the mail is used on different sites like twitter, instagram and will retrieve information on sites with the forgotten password function.

中文介绍 检查电子邮件在不同网站如Twitter、Instagram的使用情况,并从支持忘记密码功能的网站检索信息。

macro-inc/macro

Rust · ★ 3,017 · 🍴 305 · 📈 435 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 统一工作空间Macro,集成了邮件、聊天、文档、任务、代理、通话和CRM等功能,通过共享AI记忆连接。

smicallef/spiderfoot

Python · ★ 20,932 · 🍴 3,341 · 📈 292 stars today

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

中文介绍 自动化OSINT进行威胁情报和攻击面映射。

citrolabs/ego-lite

JavaScript · ★ 10,344 · 🍴 527 · 📈 153 stars today

The fastest browser for AI agents to run browser automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero config.

中文介绍 快速浏览器,用于与AI代理运行浏览器自动化,支持与Codex或Claude Code等AI代理共享登录浏览器状态。

holaboss-ai/holaOS

TypeScript · ★ 7,265 · 🍴 636 · 📈 769 stars today

Open-source All in One AI agent workspace. Run any agent — Claude Code, Codex — across your tools (100+ integrations + MCP), apps, browser, and files, with shared memory. Built-in models or BYOK.

中文介绍 开源AI代理工作空间,支持运行Claude Code、Codex等代理,在工具、应用、浏览器和文件中共享记忆。

github/spec-kit

Python · ★ 128,492 · 🍴 11,483 · 📈 1,147 stars today

💫 Toolkit to help you get started with Spec-Driven Development

中文介绍 Spec-Driven Development的启动工具包,帮助开始Spec驱动开发。

lightningpixel/modly

TypeScript · ★ 5,916 · 🍴 601 · 📈 580 stars today

Desktop app to generate 3D models from images or prompt using local AI — runs entirely on your GPU

中文介绍 桌面应用程序,从图像或提示生成3D模型,使用本地AI,完全在GPU上运行。

infiniflow/ragflow

Go · ★ 88,392 · 🍴 10,381 · 📈 474 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开源RAG引擎,为LLM创建更优的上下文层。

cursor/plugins

TypeScript · ★ 2,805 · 🍴 227 · 📈 69 stars today

Cursor plugin specification and official plugins

中文介绍 Cursor插件规范和官方插件,提供扩展功能。

semantica-agi/semantica

Python · ★ 7,504 · 🍴 778 · 📈 1,183 stars today

Graph-Native Infrastructure for Context and Accountable AI Systems

中文介绍 为上下文和负责任AI系统构建的图原生基础设施。

rustdesk/rustdesk

Rust · ★ 120,631 · 🍴 18,466 · 📈 182 stars today

An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.

中文介绍 开源远程桌面应用程序,适用于自托管,作为TeamViewer的替代品。

OpenCut-app/OpenCut

TypeScript · ★ 83,133 · 🍴 8,230 · 📈 238 stars today

The open-source CapCut alternative

中文介绍 开源的CapCut替代品,提供视频编辑功能。

unslothai/unsloth

Python · ★ 71,487 · 🍴 6,447 · 📈 502 stars today

Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more.

中文介绍 本地UI运行和训练LLM和扩散模型,包括Qwen3.8、Kimi K3、MiniMax-H3、Gemma 4、DeepSeek-V4、FLUX等。

ToolJet/ToolJet

JavaScript · ★ 39,058 · 🍴 5,262 · 📈 302 stars today

ToolJet is the open-source foundation of ToolJet AI - the enterprise app generation platform for building internal tools, dashboard, business applications, workflows and AI agents 🚀

中文介绍 ToolJet是开源的AI应用生成平台,用于构建内部工具、仪表板、业务应用程序、工作流和AI代理。

DreamX-Phi 1.0: Action-Conditioned Video World Model for Robotic Manipulation

👍 79

We present DreamX-Phi 1.0, an action-conditioned video world model for robotic manipulation that, given an observed frame, a language instruction, and a prescribed action sequence comprising end-effector poses and gripper states, predicts the resulting future observations. Yet realism alone does not

AutoDesign: Meta-Harness Optimization for Long-Horizon Agentic Design

👍 31

Transforming multimodal sources into condensed and structured media outputs can be fundamentally conceptualized as a long-horizon agentic process centered on a model-harness system. While an ideal harness system should align with human design priors and accumulate reusable experience through empiric

OmniScientist: An Omni-Modal Omni-Discipline AI Scientist

👍 4

Recent advances in foundation models have enabled AI scientists to automate increasingly complete research workflows, from hypothesis generation and code execution to manuscript preparation. Yet workflow coverage alone does not provide access to the full evidence on which scientific discovery depend

Intern-S2-Preview: Scientific Agentic Foundation Model

👍 42

Scientific discovery increasingly requires AI systems that can reason over scientific evidence of heterogeneous modalities, interact with scientific tools and environments, and sustain progress across long task horizons. We present Intern-S2-Preview, a series of scientific agentic foundation models

Hybrid-Policy Self-Editing for Composable Unstructured Knowledge Editing

👍 3

Large language models (LLMs) achieve remarkable performance across natural language tasks, yet they are trained on static corpora and their knowledge quickly becomes outdated in a fast-changing world. This motivates knowledge editing (KE), which updates specific knowledge in an LLM without changing

Specification-first convergence with an AI coding agent: a case study of dismantling a core architectural invariant across 189 files in a 717k-line codebase with no test oracle and no human code review

👍 1

This paper reports a single, fully instrumented case study of a large-scale architectural refactoring by an AI coding agent under a specification-first protocol, with no human review of the generated code and no pre-existing oracle to validate the target behaviour. The task, dismantling a central in

AVA-Encoder: Towards Agent-Native Video Representation Learning

👍 5

Creative agents still lack an effective way to learn from high-quality human films, limiting their ability to produce cinematic-grade videos. A key challenge is the absence of a structured video representation that is both faithful to film content and directly usable for agentic reasoning and manipu

Hand Visibility Detector: Per-Keypoint Visibility Estimation for Hands

👍 1

Hand Pose Estimation (HPE) is a fundamental technology for various applications such as AR/VR and robotics. In these applications, the visibility of each hand joint in the image is crucial for assessing the reliability of estimation results under occlusion. However, most existing HPE methods output

Thought-Level Beam Search for Reasoning

👍 2

Test-time compute scaling is a primary driver of performance in large reasoning models (LRMs), but extreme inefficiency bounds current approaches, shifting the critical question from how much compute to spend, to where to allocate it. We formalize test-time reasoning as a constrained compute allocat

Self-Evolving Embodied Agents via Skill-Harness Evolution

👍 11

Embodied agents are increasingly built as systems around foundation models, where performance depends not only on model weights but also on the skills, context, action interfaces, and execution harness surrounding the model. While supervised fine-tuning and reinforcement learning can adapt agents to

Parameter Exploration for RLVR via Variational Learning

👍 5

Exploration has been a focus of reinforcement learning research for a long time. Recently, there has been growing evidence that it is also an important ingredient in LLM reinforcement learning recipes that can significantly impact downstream performance. Many existing methods control exploration in

Mitigating Gender Bias in English to Romanian Machine Translation

👍 0

Machine translation (MT) systems often fail to correctly translate gender, especially when converting from a gender-neutral language like English to a gendered target language such as Romanian. This bias results in translations that default to masculine forms or reinforce gender stereotypes. We prop

Full-bandwidth transformer

👍 8

Autoregressive transformers compute along two axes: horizontally across generated tokens, and vertically through model depth. Dense attention gives each token broad horizontal access to the past, but the vertical feedback channel between decoding steps remains narrow: only the sampled token returns

An AI4AI Framework for Visual Token Pruning

👍 7

Visual-token pruning can substantially reduce the inference cost of multimodal large language models (MLLMs), yet existing methods largely rely on fixed, handcrafted heuristics and costly expert trial and error. As pruning objectives, budgets, and model architectures diversify, manually navigating t

Knowing When to Quit: Diagnosing and Training LLMs to Abort Futile Reasoning

👍 2

Large language models generate computationally expensive yet semantically void reasoning on beyond-capability tasks, creating risks where plausible-sounding but incorrect derivations mislead users. We characterize this futile reasoning phenomenon through systematic analysis, revealing universal capa

DarwinX: Evolving Agent Harnesses Through Natural Selection

👍 57

An LLM agent's capability depends not only on model weights but on its harness: prompts, tools, skills, and control flow. Self-improvement loops already edit harnesses, yet single-lineage search is path-dependent and local wins often regress other tasks. We introduce DarwinX, which treats self-evolu

Poor Man's Agentic Modeling: Simulating Large LLM-Agent Societies on a Laptop

👍 4

Simulating societies of many large language model (LLM) agents is expensive, yet the questions asked of such simulations are usually macroscopic: phase behaviour, stylised facts, and scaling with the number of agents N, not the cognition of any single agent. We turn a statistical-physics observation

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 探讨代码质量评估方法,对比人类与代理的代码审查差异。

Agent Plugins are the future of Agent Skills

@GoogleCloudTech · 1.3M 粉丝 · 56.7K 阅 · 505 赞 · 76 转

Agent Plugins is an open, vendor-neutral standard for packaging Agent Skills and the MCP servers they depend on into one portable folder that any compatible client can load. Google is joining the

中文介绍 介绍 Agent Plugins,作为 Agent Skills 的打包和传输标准,Google 加入其中。

The Elon–Jensen "Understanding"

@TeslaLarry · 53.1K 粉丝 · 56.5K 阅 · 507 赞 · 54 转

After the SpaceX earnings call on August 4, several pieces started lining up for me in a way that is hard to ignore. Elon didn’t just praise Nvidia hardware, he declared an exclusive commitment to

中文介绍 分析 Elon Musk 对 Nvidia 硬件的承诺,探讨 AI 在航天领域的应用。

/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 推荐使用 /show-me 工具,为编码代理提供更直观的视觉交流方式。

Preparing GLM-5.3 for Open Release: A Responsible Path to Cyber Defense

@Zai_org · 136.2K 粉丝 · 42.7K 阅 · 583 赞 · 50 转

When GLM-5.2 helped Hugging Face investigate an incident in which an AI autonomously bypassed its own safeguards, it highlighted a broader shift. AI is becoming part of both cyber offense and cyber

中文介绍 介绍 GLM-5.3 的开放发布,强调 AI 在网络安全中的作用。

The AI Engineering Skills Map

@AndrewYNg · 1.8M 粉丝 · 41.2K 阅 · 716 赞 · 89 转

I am delighted to present The AI Engineering Skills Map. AI allows us to build software very differently today than in 2022, and everyone with the skills to take advantage of this shift has numerous

中文介绍 发布 AI 工程师技能图谱,展示 AI 技术在软件构建中的应用。

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 介绍 Grok 4.6 版本,分享使用经验和项目案例。

What's new in Gemini 3.7 Flash

@GoogleAIStudio · 192.9K 粉丝 · 31.5K 阅 · 535 赞 · 34 转

Gemini 3.7 Flash (gemini-3.7-flash) is generally available (GA) and ready for production use. It is our most intelligent workhorse model yet for software engineering, and agentic workflows. This guide

中文介绍 Gemini 3.7 Flash 发布,为软件工程和代理工作流提供更智能的模型。

Introducing Gemini 3.7 Flash

@GoogleAIStudio · 192.9K 粉丝 · 30.7K 阅 · 566 赞 · 60 转

Today, we’re building on the progress of our widely used Flash series by introducing Gemini 3.7 Flash, our most intelligent workhorse model yet for coding and agents. This release comes just three

中文介绍 推出 Gemini 3.7 Flash,作为新的编码和代理模型,延续 Flash 系列的智能性能。

Qwen3.8-27B Practical Guide: Control Reasoning Depth and Extend Context to 1M Tokens

@QwenDevs · 8.0K 粉丝 · 25.6K 阅 · 559 赞 · 51 转

Qwen3.8-27B is here — a compact, deployment-friendly dense model built on the Qwen3.5 architecture, with native vision-language understanding and flexible thinking control. Two developer-facing

中文介绍 发布 Qwen3.8-27B 模型使用指南,介绍其控制推理深度和扩展上下文的功能。

Flock is tightening its rules in response to a growing surveillance backlash

The police-tech giant Flock is announcing today that it will change officers’ access to its nationwide network of license plate readers, in an apparent effort to quell a growing backlash and win back contracts lost amid concerns about mass surveillance and police abuse. Several changes aim directly

中文介绍 Flock因应对日益增长的监控反动而收紧规则。

The builder’s guide to GPT‑5.6

Learn how startups use GPT-5.6 to build faster, more cost-efficient AI agents with smarter model selection and new Responses API capabilities.

中文介绍 OpenAI发布GPT-5.6构建者指南。

Previewing Ultrafast mode: GPT-5.6 Sol at up to 14X the speed

Preview Ultrafast, a new OpenAI API service tier that runs GPT-5.6 Sol up to 14× faster. Powered by Cerebras, it delivers up to 750 output tokens per second.

中文介绍 OpenAI预览Ultrafast模式,GPT-5.6 Sol速度提升至14倍。

OpenAI appoints Dali Rajic as Chief Revenue Officer

OpenAI appoints Dali Rajic as Chief Revenue Officer to lead its global revenue organization and help businesses realize the full value of AI.

中文介绍 OpenAI任命Dali Rajic为首席营收官。

How kids feel about AI, in their own words

When we set out to talk to kids about artificial intelligence, we thought we knew what we’d hear. We expected some to tell us they were using it to cheat a little, the way Millennials and Gen Xers opened up CliffsNotes or programmed formulas into their TI-82s, and others to share inspiring ways they

中文介绍 MIT Tech Review AI发布关于孩子对AI看法的文章。

not much happened today

**Google** rapidly released **Gemini 3.7 Flash** just three weeks after 3.6 Flash, targeting coding, web development, knowledge work, and agentic workflows with a 50% introductory price cut and improved benchmark scores like **DeepSWE 65.3%** and **Code Arena Elo 1588**. The update quickly integrate

中文介绍 Google发布Gemini 3.7 Flash,针对编码、Web开发等领域,降价50%。

[AINews] SpaceXAI Grok 4.6 and Grok @Bot

AI teammate category just had its most significant new entrant yet

中文介绍 SpaceXAI推出Grok 4.6和Grok @Bot,AI团队成员类别迎来新成员。

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 MIT Tech Review AI发布关于使用可信赖数据扩展AI代理的文章。

Russia Campaigned to Derail Moldova’s Pro-Western Government

In Moldova, Moscow paid Orthodox priests, conducted a vote-buying scheme and set up training camps on election interference — all in an effort to derail the Western-leaning government.

中文摘要 俄罗斯在摩尔多瓦资助东正教牧师、进行选举买票并设立训练营,试图阻挠亲西方政府上台。

Trump threatens to declare strait of Hormuz ‘territory of the United States’

Seriousness of remark made in New York on Friday, and whether it signaled new policy ​position, not clear Donald Trump has threatened to declare the strait of Hormuz as “a territory of the United States” as his administration struggles to conclude the war with Iran. During a speech at a police acade

中文摘要 特朗普威胁将宣布霍尔木兹海峡为美国领土,但这一言论的具体含义和是否代表新政策尚不明确。

BBC seeks to subpoena Trump children and son-in-law over defamation lawsuit

Network wants to serve Jared Kushner, Ivanka Trump and Donald Trump Jr after president sues over January 6 documentary The BBC is trying to subpoena Donald Trump’s children as it builds its defense against the president’s defamation lawsuit centered on a documentary on the January 6 insurrection. In

中文摘要 BBC试图传唤特朗普的孩子和女婿出庭作证,以应对总统对其1月6日纪录片的诽谤诉讼。

Ontario free to axe Toronto bike lanes, region’s top court rules

Win is significant for region’s premier, Doug Ford, who blames protected zones for city’s traffic ills The Ontario government is now free to rip out Toronto’s bike lanes on its busiest streets after the region’s top court ruled in favour of the province on Friday, overturning a lower court’s decisio

中文摘要 安大略省政府可拆除多伦多繁忙街道上的自行车道,地区最高法院作出此裁决。

Mount Etna eruption and volcanic ash shut Sicily’s busiest airport

Flights will be suspended until at least Saturday afternoon, leaving hundreds of travellers stranded.

中文摘要 埃特纳火山爆发和火山灰导致西西里岛最繁忙的机场关闭,航班至少暂停至周六下午,数百旅客滞留。

As Army Fails to Protect Palestinians, Israeli Leaders Sympathize With Settlers

Defense Minister Katz called for the military to turn over to the police the responsibility for protecting Palestinians after two West Bank families were besieged by violent settlers.

中文摘要 由于军队未能保护巴勒斯坦人,以色列领导人同情定居者,国防部长卡茨要求军队将保护巴勒斯坦人的责任转交给警方。

Wall Street Week | Rerouting Global Trade, Private Equity Tested, Realizing Cuba’s Potential

This week, inflation may be edging lower, but as markets push rates higher, the Fed’s 2% inflation target might be a long way off. And, Mexico is building a land-based trade corridor that could give shipping companies more options when traditional channels are disrupted. Plus, as exits slow and borr

中文摘要 本周通胀可能有所下降,但市场推动利率上升,美联储2%的通胀目标可能还遥不可及。墨西哥正在建设陆地贸易走廊,这可能为在传统渠道中断时提供更多选择。

Burnham warns of ‘tinderbox’ Britain after week of intense heat

PM visits scene of wildfire as he explores controversial moves to water down EV sales targets and approve new oilfields

中文摘要 英国首相访问野火现场,探讨放宽电动汽车销售目标和批准新油田的争议性举措。

Antitrust Lawyer on NFL Streaming Cost Concerns

Shindor Cantor Lerner Managing Partner Kellie Lerner discusses the rising cost for sports fans to watch their teams through various streaming platforms such as the NFL, and potential legal ramifications for antitrust violations. She speaks to Romaine Bostick on Bloomberg's 'The Close.' (Source: Bloo

中文摘要 Shindor Cantor Lerner合伙人Kellie Lerner讨论了体育迷通过各种流媒体平台观看球队的费用上升,以及反垄断违规的潜在法律后果。

Nvidia discloses $21bn stake in SpaceX

Filing comes after Elon Musk announced exclusive arrangement to kit out its data centres

中文摘要 英伟达宣布持有SpaceX 210亿美元股份,此举措在Elon Musk宣布为其数据中心提供独家配置后不久。

Better Home & Finance Founder on Fight for Company

Embattled former Better.com CEO Vishal Garg says he believes that 'the job of making home ownership better for all Americans is not done' after he departed the company on August 3rd. He claims to have the support of a majority of Class A and B shareholders to return to the head of the company, in li

中文摘要 前Better.com首席执行官Vishal Garg表示,他认为“让所有美国人的住房更好这项工作还没有完成”,他于8月3日离开公司后,声称得到了A类和B类大多数股东的多数支持。

Stocks Halt Rally After Signs of Consumer Slowdown | The Close 8/14/2026

Bloomberg Television brings you the latest news and analysis leading up to the final minutes and seconds before and after the closing bell on Wall Street. Today's guests are Fidelity Director of Global Macro Jurrien Timmer, Needham Senior Analyst Scott Berg, Boston Federal Reserve Former President E

中文摘要 股市在出现消费放缓迹象后暂停上涨。

Aston Martin CEO on new luxury model, the Valen

Aston Martin CEO Adrian Hallmark speaks to Romaine Bostick on Bloomberg's 'The Close' about the company's newest model, the Valen. More powerful than any other front-engine vehicle in its 113-year history and capped at 150 cars worldwide, Hallmark details what makes this model different from any oth

中文摘要 阿斯顿·马丁首席执行官Adrian Hallmark在Bloomberg的《收盘》节目中讨论了公司的最新车型Valen,这是该公司113年历史上最强大的前引擎车辆,全球限量150辆。

Former Boston Fed Pres.: Investment spend a catalyst

Former Boston Federal Reserve President Eric Rosengren isn't surprised by a weaker retail sales number with the American consumer dealing with higher oil prices while AI and tech investment drive a large portion of investment spending. He speaks to Romaine Bostick and Isabelle Lee on Bloomberg's 'Th

中文摘要 前波士顿联邦储备银行行长Eric Rosengren对美国消费者在油价上涨的同时,AI和科技投资推动大量投资支出,并不感到惊讶。

Hollywood Box Offices Are Back

Hollywood has once again cheated death. The first seven-plus months of 2026 have revived the industry’s faith — not just in movies but in the act of going to the theater. Global ticket sales have increased 15% from a year earlier and are on pace for their best annual total since 2019. Five movies ha

中文摘要 好莱坞票房再次回暖。2026年前七个月全球票房同比增长15%,有望实现年度最佳总票房。

FBI Epstein Emails Show Sarah Ferguson Reached Patel

Bloomberg News Senior Investigative Reporter writes a weekly newsletter, The FOIA Files. This week's edition show "records, which include emails, spreadsheets and training slides, provide a window into the internal deliberations at the highest levels of government as officials discussed how to revie

中文摘要 FBI爱泼斯坦邮件显示莎拉·弗格森与帕特尔联系。

该源今日无内容。