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2026-08-16

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cordiverse/cordis

TypeScript · ★ 4,044 · 🍴 198 · 📈 616 stars today

Meta-Framework of Spatiotemporal Composability

中文介绍 提供时空可组合性的元框架,支持复杂场景的时空数据处理。

cathrynlavery/diagram-design

HTML · ★ 18,570 · 🍴 1,114 · 📈 1,619 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HTML和SVG,无需阴影和Mermaid样式。

cursor/plugins

TypeScript · ★ 2,945 · 🍴 233 · 📈 152 stars today

Cursor plugin specification and official plugins

中文介绍 Cursor插件规范和官方插件,支持扩展Cursor功能。

cactus-compute/needle

Python · ★ 6,052 · 🍴 402 · 📈 551 stars today

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

中文介绍 为小型设备提供的14MB基础模型,支持手机、可穿戴设备、智能家居和机器人。

unslothai/unsloth

Python · ★ 72,027 · 🍴 6,492 · 📈 435 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,支持Qwen3.8、Kimi K3等模型。

public-apis/public-apis

Python · ★ 460,126 · 🍴 50,852 · 📈 2,476 stars today

A collective list of free APIs

中文介绍 收集免费的API列表,方便开发者获取可用资源。

MakazhanAlpamys/Soup

Python · ★ 1,636 · 🍴 261 · 📈 303 stars today

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

中文介绍 通过YAML文件微调LLM,支持8B模型在4GB笔记本电脑GPU上训练。

github/spec-kit

Python · ★ 129,173 · 🍴 11,548 · 📈 901 stars today

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

中文介绍 Spec-Driven Development工具包,帮助开发者快速开始规范驱动开发。

megadose/holehe

Python · ★ 13,108 · 🍴 1,742 · 📈 389 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 检测电子邮件在不同网站上的使用情况,支持Twitter、Instagram等平台。

altic-dev/FluidVoice

Swift · ★ 10,311 · 🍴 697 · 📈 165 stars today

Fastest and only macOS Dictation app with on-device STT and custom trained AI enhancement model. A local Wispr Flow alternative. DM us on X for an easter egg 😉 - https://x.com/fluidvoiceapp

中文介绍 快速macOS语音识别应用,支持设备端STT和定制AI增强模型。

ToolJet/ToolJet

JavaScript · ★ 39,516 · 🍴 5,293 · 📈 553 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 开源的AI应用生成平台,支持构建内部工具、仪表板、业务应用和AI代理。

HKUDS/CLI-Anything

Python · ★ 47,333 · 🍴 4,392 · 📈 100 stars today

"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/

中文介绍 CLI-Hub,使所有软件都支持命令行操作。

citrolabs/ego-lite

JavaScript · ★ 10,942 · 🍴 557 · 📈 546 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 为AI代理提供快速浏览器,支持与AI代理共享登录浏览器状态。

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

👍 82

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

👍 35

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

👍 6

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

👍 43

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

👍 4

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

👍 2

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

👍 6

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

Thought-Level Beam Search for Reasoning

👍 6

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

👍 6

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

👍 10

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

Maglev: Sliding Recurrent Memory

👍 5

We introduce , a recurrent Transformer architecture with fixed-size memory that generalizes sliding-window attention while remaining parallelizable during training. consists of two coupled models: a prefiller Q, which leverages full attentionIn practice, we use interleaved full and sliding-window a

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

👍 3

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

👍 66

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

Cursor + SpaceXAI: the fastest iterating team wins

@sarahdingwang · 18.0K 粉丝 · 1.2M 阅 · 514 赞 · 73 转

By @BornsteinMatt, @martin_casado, and myself. AI coding could be the biggest addressable market of our lives. And, unless you think we’ve fully addressed it (which no one thinks; we are more like 1%

中文介绍 SarahDingWang团队探讨AI编码市场潜力,称AI编码可能成为我们生活中最大的可挖掘市场,目前我们只解决了其中的1%。

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 GoogleCloudTech介绍Agent Plugins作为Agent技能的未来,它是一个开放、供应商中立的标准化工具,用于打包Agent技能及其依赖的MCP服务器。

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 TeslaLarry分析SpaceX财报电话会议,强调Elon Musk对Nvidia硬件的青睐和独家承诺。

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 Zai_org介绍GLM-5.3即将开放发布,强调AI在网络安全中的双面角色,既用于网络攻击也用于网络防御。

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 AndrewYNg发布AI工程技能地图,探讨AI如何改变软件开发方式,为技能适应这一转变的从业者提供机会。

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 GoogleAIStudio推出Gemini 3.7 Flash,强调其作为软件工程和代理工作流程的智能工作马模型的可用性和生产就绪性。

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 GoogleAIStudio介绍Gemini 3.7 Flash,作为最新编程和代理工作流智能工作马模型,强调其性能和实用性。

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 QwenDevs发布Qwen3.8-27B模型实用指南,介绍其紧凑的架构、视觉语言理解和灵活的思考控制。

ORACLE: Confirmed AI Bots Actively Trading on Polymarket — Gains Reaching 200% Within 24 Hours

@OracleFoundtion · 19.4K 粉丝 · 18.8K 阅 · 3.1K 赞 · 615 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 OracleFoundtion证实AI机器人在Polymarket上进行积极交易,24小时内收益达到200%,显示AI在预测市场中的影响力。

React for Agents: Astro Creator Brings Hooks to his Meta-Harness, Flue

Flue 2 takes its inspiration from React. Creator Fred Schott, of Astro fame, tells Latent Space why he added hooks and why agents are defined by their harnesses.

中文介绍 Astro Creator Fred Schott在Flue 2中引入了hooks,并解释了为什么代理由其工具定义。

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公司为应对日益增长的监控反弹,加强规则管理。

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,介绍如何使用GPT-5.6构建更快的AI代理。

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推出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发布关于儿童对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、网络开发等,提供50%折扣。

[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,加入AI队友类别。

Australia news live: Pauline Hanson opposes major gun buyback agreed in wake of Bondi terror attack

Legislation for plan passed parliament earlier this year and is set to commence in NSW from November. Follow live updates Get our breaking news email, free app or daily news podcast Defence minister headed to PNG and Solomon Islands Richard Marles is visiting Port Moresby and Honiara this weekend, m

中文摘要 澳大利亚新南威尔士州将启动大规模枪支回购计划,于11月正式实施,响应邦迪海滩恐怖袭击。

Why is the latest Ebola outbreak worsening?

Virus spreading in DRC faster than containment efforts.

中文摘要 刚果民主共和国埃博拉疫情加剧,病毒传播速度超过控制措施。

Rescuers search for survivors of powerful Indonesia earthquake

Officials say a rapid assessment into the impact of the earthquake that destroyed hundreds of buildings and killed 47 is under way.

中文摘要 印度尼西亚强烈地震救援工作正在进行,已造成数百座建筑被毁,47人死亡。

Australian state to launch gun buyback after Bondi Beach attack

New South Wales, where the attack took place, will offer gun owners cash to give up their firearms.

中文摘要 新南威尔士州将启动枪支回购计划,响应邦迪海滩攻击,为枪主提供现金以放弃枪支。

Bou Meng, Rare Survivor of Khmer Rouge Torture House, Dies at 85

Saved by his ability to paint, he was one of only a handful of prisoners to make it out of the brutal prison Tuol Sleng.

中文摘要 吴孟,柬埔寨 Rouge Torture House 的罕见幸存者,因绘画技能幸存,于85岁去世。

$10 Million in Gold Found Buried Under Former Brewery in Belgium

A construction worker’s drill struck gold during a renovation project in East Flanders, setting off a search for the owners of the stashed fortune.

中文摘要 比利时东佛兰德省一座前酿酒厂下发现价值1000万美元的金条和金币,一名建筑工人钻探时触发搜索。

Morocco detains dozens of migrants trying to cross into Ceuta, reports say

Security had been stepped up amid suggestions on social media of a second mass crossing on Saturday.

中文摘要 摩洛哥报告称,数十名试图进入西撒哈拉 Ceuta 的移民被拘留,社交媒体上有迹象显示周六可能发生第二次大规模穿越。

Qatar denies it is detaining three Iranian bomber pilots

Iran says Qatar is holding three pilots who were shot down in March. Doha decries 'misleading statements'.

中文摘要 卡塔尔否认拘留三名伊朗轰炸机飞行员,伊朗称这些飞行员在3月被击落后被扣留。

Eleven killed in Israeli strikes on southern Lebanon, authorities say

Israel's military said it had struck "Hezbollah terror infrastructure" in response to what it described as earlier action against its soldiers.

中文摘要 以色列空袭南黎巴嫩南部,造成11人死亡,以色列军方称是对士兵早期行动的回应。

Bond Traders Agonize Over AI Companies’ $70 Billion of Shadow Credit Backstops

Even before Nvidia Corp.’s splashy $500 billion financing partnership this week, investors were starting to fret over the roughly $70 billion in phantom liabilities that don’t appear on major AI companies’ balance sheets, but could materialize at the worst possible time.

中文摘要 投资者担忧AI公司约700亿美元的潜在负债,这些负债未出现在主要AI公司的资产负债表上,可能在最不利时刻显现。

Pointed! Bloomberg's Weekly News Quiz For Risk-Takers

Pointed offers a strategic twist to the news quiz format, testing not just players’ knowledge of the news but also their confidence in their answers. Join Bloomberg's Joe Mathieu, Carol Massar and Lisa Mateo as they play and check out the quiz for yourself at Bloomberg.com (Source: Bloomberg)

中文摘要 Bloomberg推出针对风险承受者的新闻问答,测试玩家对新闻的了解和答题信心。

Colombia Quake Tests New President Days Into Term

Rescuers in western Colombia are still searching for survivors after a 7.4 magnitude earthquake killed at least 287 people. Bloomberg News Latin America Government Reporter Mie Dahl joins Bloomberg This Weekend from Bogotá and explains to hosts Joe Mathieu and Carol Massar that the disaster has also

中文摘要 哥伦比亚7.4级地震在新总统上任几天后发生,救援人员仍在搜寻幸存者。

Drone Swarms Push AI Deeper Into Modern Warfare

Bloomberg News Cyber Security & Tech Reporter Katrina Manson got a firsthand look at autonomous drone-swarm technology that allows multiple aircrafts to coordinate and strike targets even when communications or GPS are disrupted. Joining Bloomberg This Weekend, Mason explains to Carol Massar that th

中文摘要 无人机集群技术使多架飞机能够在通信或GPS中断的情况下协调和打击目标,将人工智能更深入地应用于现代战争。

Lakers Deal Caps Billionaire Rush Into Sports

Bob Iger and Josh Kushner moved from pursuing a Las Vegas NBA expansion team to agreeing within days to buy the Los Angeles Lakers in a record $12.5 billion deal. Bloomberg News Host of Sports City Randall Williams is on Bloomberg This Weekend with hosts Joe Mathieu and Carol Massar and explains tha

中文摘要 Bob Iger和Josh Kushner达成协议,以125亿美元的价格收购洛杉矶湖人队,结束了亿万富翁对体育的追逐。

Strong Earnings Keep PNC’s Agati Bullish on Stocks

PNC's Chief Investment Officer Amanda Agati is on Bloomberg This Weekend with hosts Joe Mathieu and Carol Massar and says that strong earnings and economic fundamentals continue to support US stocks, even as elevated Treasury yields and midterm uncertainty threaten to bring more volatility. (Source:

中文摘要 PNC首席投资官Amanda Agati表示,强劲的收益和良好的经济基本面继续支持美国股市,尽管高企的国债收益率和中期不确定性构成威胁。

US-Iran War Risks Repeated Cycles of Fighting

Shifting US objectives and neither side able to secure a decisive military victory make a lasting resolution difficult and Bloomberg Economics Defense Lead Becca Wasser says risks the the US-Iran conflict becoming a protracted war. Joining Joe Mathieu and Carol Massar on Bloomberg This Weekend, Wass

中文摘要 美国对伊朗的作战目标转变,双方均无法取得决定性军事胜利,使得持久性解决方案困难,美国-伊朗冲突可能演变成持久战。

By The Way: Headline You May Have Missed

Mystery vacations, college campuses for sale, buying sorority unwritten rules, and half off sushi: Bloomberg News' Lisa Mateo joins Joe Mathieu and Carol Massar on Bloomberg This Weekend to share headlines you may have missed from over the week. (Source: Bloomberg)

中文摘要 Bloomberg新闻的Lisa Mateo分享了一周内可能错过的头条新闻,包括神秘假期、出售的大学校园、购买姐妹会的不成文规则和半价寿司。

Trump's ‘Golden Age’ Pitch Meets Affordability Frustration

President Donald Trump is touting a “golden age” for the US economy, but Bloomberg News White House Correspondent Catherine Lucey is on Bloomberg This Weekend and says persistent concerns over gas, food and housing costs are complicating that message ahead of the midterms. Lucey explains to hosts Jo

中文摘要 特朗普吹嘘美国经济处于“黄金时代”,但Bloomberg白宫记者Catherine Lucey表示,持续的汽油、食品和住房成本问题使得这一信息在中期选举前复杂化。

‘Outlier’ S&P 500 Earnings Strength Cheers Wall Street’s Bulls

Corporate America is blowing past Wall Street’s expectations for a stellar earnings season, adding to the rosy backdrop for a stock market trading near a record high.

中文摘要 美国企业业绩远超华尔街预期,为股市交易接近历史最高点提供了乐观背景。

Robinson Says Activists Need Leverage to Win

Author of the book 'From Presence to Power' Rashad Robinson is on Bloomberg This Weekend and explains to hosts David Gura and Christina Ruffini that visibility, media attention and public support do not amount to power unless activists build the leverage needed to change decisions and institutions.

中文摘要 《从存在到力量》一书的作者Rashad Robinson表示,除非活动家建立改变决策所需的影响力,否则可见性、媒体关注和公众支持并不等同于权力。

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