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2026-08-13

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cathrynlavery/diagram-design

HTML · ★ 11,126 · 🍴 704 · 📈 2,855 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,无阴影,无Mermaid混乱,适用于Claude Code。

macro-inc/macro

Rust · ★ 1,981 · 🍴 234 · 📈 227 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,集电子邮件、聊天、文档、任务、代理、通话和CRM于一体,通过共享AI记忆链接。

semantica-agi/semantica

Python · ★ 5,837 · 🍴 633 · 📈 845 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。

stablyai/orca

TypeScript · ★ 44,076 · 🍴 3,066 · 📈 1,235 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,支持在桌面、移动设备和VPS上运行任何编码代理。

msitarzewski/agency-agents

Shell · ★ 144,676 · 🍴 23,428 · 📈 1,873 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 提供全方位的AI代理,包括前端巫师、Reddit社区忍者、奇思妙想注入者和现实检查者等,适用于需要个性化专家的场景。

shiyu-coder/Kronos

Python · ★ 36,975 · 🍴 6,150 · 📈 266 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座模型。

NanmiCoder/MediaCrawler

Python · ★ 62,081 · 🍴 12,138 · 📈 215 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、百度贴吧等平台的多媒体内容爬虫,包括笔记、评论和帖子。

hugohe3/ppt-master

Python · ★ 45,831 · 🍴 3,729 · 📈 476 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 AI将文档或主题转换为真实的PowerPoint演示文稿,包括图表、表格、音频解说等。

infiniflow/ragflow

Go · ★ 87,612 · 🍴 10,315 · 📈 139 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是一个融合了先进RAG和代理能力的检索增强生成引擎,为LLM创建一个优越的上下文层。

paperclipai/paperclip

TypeScript · ★ 77,808 · 🍴 14,301 · 📈 571 stars today

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

中文介绍 开源应用,用于管理工作中的代理。

NVIDIA-NeMo/Switchyard

Rust · ★ 896 · 🍴 94 · 📈 421 stars today

中文介绍 NVIDIA NeMo的Switchyard,用于转换模型架构。

ZuodaoTech/everyone-can-use-english

TypeScript · ★ 36,190 · 🍴 5,032 · 📈 86 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 · ★ 20,397 · 🍴 3,303 · 📈 74 stars today

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

中文介绍 自动化OSINT,用于威胁情报和攻击面映射。

localsend/localsend

Dart · ★ 87,907 · 🍴 4,874 · 📈 213 stars today

An open-source cross-platform alternative to AirDrop

中文介绍 开源的跨平台文件共享工具,类似AirDrop。

Lightricks/LTX-2

Python · ★ 8,744 · 🍴 1,398 · 📈 65 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训练器包。

embabel/embabel-agent

Kotlin · ★ 4,244 · 🍴 412 · 📈 40 stars today

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

中文介绍 JVM的代理框架,适用于需要多语言处理的应用。

cactus-compute/needle

Python · ★ 4,343 · 🍴 309 · 📈 315 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基座模型,包括手机、可穿戴设备、智能家居和机器人。

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

👍 40

Recent work on distillation transfers the capabilities of large models to smaller ones often by updating the latter's parameters, through teacher forcing, on-policy distillation, and related training-time methods. In this paper, we ask whether such transfer can instead occur at test time. We study s

MBA: Multimodal Benchmark and Agents for Real-World Business Ideation

👍 1

Agentic systems powered by large language models (LLMs) have opened new opportunities for business ideation. Yet existing approaches remain confined to a text-only paradigm, despite the inherently multimodal nature of real-world contexts. We thus introduce MBA-Bench, the first multimodal benchmark f

AVA-Encoder: Towards Agent-Native Video Representation Learning

👍 0

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

Spark-to-Paper: End-to-End Research Paper Generation as a Composable Skill

👍 9

Turning a research idea into a complete paper requires more than text generation: the system must retrieve literature, design and execute experiments, revise claims according to evidence, produce publication-ready figures, and maintain consistency across a long generation process. We present Spark-t

Agent Safety Should Be a Runtime Contract

👍 1

The dominant paradigm treats AI safety as a property to be instilled during model training via RLHF, DPO, or Constitutional AI. We argue this is structurally insufficient for autonomous agents that execute code, mutate files, send messages, and modify databases. Agent safety should be a runtime cont

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

👍 10

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

👍 176

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

👍 12

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

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

👍 9

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

NeuPAT: Neuron-aware Plasticity Allocation Tuning for Language-Preserving MLLMs

👍 1

Multimodal expansion of large language models (LLMs) enables new perceptual capabilities but often compromises the language intelligence acquired during pretraining. In this work, we investigate this phenomenon from the perspective of internal adaptation dynamics and discover that neurons in pretrai

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

👍 8

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

CoinRAG: Contextualized Information Nugget KV Cache Reuse for Long-Context RAG

👍 4

Recent optimization studies on Retrieval-Augmented Generation (RAG) have exploited chunk-level KV cache reuse to avoid processing long retrieved contexts for higher efficiency, while significant information redundancy and noise still remain in the coarse-grained chunks. This paper optimizes the Pare

iFAN: Inference-Aware Learning for Plain Mask Transformers

👍 8

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

The Illusion of Visual Tool-Use: A Causal Audit of Thinking with Images

👍 1

The "thinking-with-images" paradigm equips multimodal LLMs with active visual operations such as crop-and-zoom. However, models using these operations often achieve only marginal or negative gains over direct inference at substantially higher token cost. They may also repeatedly crop irrelevant regi

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

👍 7

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

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 探讨自动化部署哲学,阐述产品与部署动力的构建思路。

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 分析代码审查在人类历史中的作用,探讨AI代理的代码质量评估方式。

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 介绍构建团队共享AI工具的方法,实现团队工具和工作流程的协调系统。

NVIDIA Nemotron 3.5 Lightning and NeMo Switchyard Deliver Faster, Smarter, More Efficient Agentic AI

@nvidia · 2.6M 粉丝 · 59.5K 阅 · 548 赞 · 66 转

The new lightweight open model and routing library delivers greater control over AI, data and workflows across edge devices, PCs, workstations, data centers and the cloud. Source: NVIDIA Blog By Kari

中文介绍 NVIDIA发布Nemotron 3.5和NeMo Switchyard,提升边缘设备、PC、工作站、数据中心和云端的AI控制效率。

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条自我改进的AI代理循环规则,适用于AI工程师。

/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,以视觉方式简化代理对话,提高开发效率。

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Groks Bot,强调避免过度定制,牺牲工作质量。

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,分享使用经验和项目案例。

[AINews] SpaceXAI Grok 4.6 and Grok @Bot

AI teammate category just had its most significant new entrant yet

中文介绍 SpaceXAI发布Grok 4.6和Grok @Bot,AI团队成员类别迎来重大新成员。

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 企业领导者普遍认为智能体AI时代已到来,但许多组织发现实现预期投资回报面临挑战。

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。

[AINews] How to steal a Reasoning Trace

Speculative Decoding by any other name would distil as sweet

中文介绍 Latent Space探讨如何窃取推理跟踪,即Speculative Decoding。

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研究显示企业如何采用智能体AI,使用ChatGPT和Codex,前沿企业AI应用领先。

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利用ChatGPT Work和Codex加速AI产品开发,集中运营智能。

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测试广告,以支持免费访问,确保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与AWS合作,将Daybreak网络安全能力通过Amazon Bedrock提供给企业。

not much happened today

**xAI's Grok 4.6** advances frontier pricing and performance, scoring **61 on the Intelligence Index** and showing strong agentic results, with **Grok 4.7** already in training. **Alibaba's Qwen3.8-Max** open weights release features a **2.4T parameter model with 95B active MoE**, notable for day-0

中文介绍 xAI的Grok 4.6在智能指数上获得61分,Grok 4.7已开始训练;Alibaba的Qwen3.8-Max模型开放权重。

Australia politics live: Icac hears evidence on ‘shake down Angus’ message as opposition leader’s staffer berates journalist for asking about it

Opposition leader says he has ‘made clear’ to Bragg that his job is to express the views of the Coalition. 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 tod

中文摘要 反对党领袖表示已向Bragg阐明其工作是表达联盟的观点。澳大利亚政府将立法强制科技公司为澳大利亚新闻付费。

Ibac charges police officer accused of repeatedly hitting Indigenous man with Taser during Melbourne arrest

Victorian corruption watchdog alleges weapon was used to hit man’s head, with another officer accused of kneeing him in same incident last year Two Victorian police officers have been charged with assault after allegedly using a Taser and knee to repeatedly strike a man in the head during an arrest

中文摘要 两名维多利亚州警察因涉嫌去年使用电击枪和膝盖攻击一名原住民男子而被控袭击罪。

Telstra CEO gets $700,000 pay rise to $6.8m despite Australia-wide outage

Telco board cuts senior executive bonuses by total $1.3m after tech fail that affected millions Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast Telstra has paid its chief executive, Vicki Brady, $6.8m for the year ending in June, aft

中文摘要 尽管Telstra发生全国性故障,但其首席执行官Vicki Brady的薪酬仍上涨至680万澳元。

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,人们纷纷涌向观景点观看月亮完全遮挡太阳。

Reformers were ‘spectacularly unsuccessful’ in taking over NSW Liberals, Catholic schools boss says

Catholic Schools NSW chief executive Dallas McInerney tells Icac corruption inquiry that Christain factional group driven by ‘a calling … a duty’ Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast A factional ally of the federal opposit

中文摘要 天主教学校新南威尔士州首席执行官Dallas McInerney告诉ICAC腐败调查,一个基督教派别受到“召唤……责任”的驱使。

Zimbabwe’s land reform enters a new chapter

A new land policy is reopening disputes over farms seized during Zimbabwe’s land reform after 2000.

中文摘要 津巴布韦的新土地政策重新引发了2000年土地改革后没收农场的争议。

Photos: See the best photos from the solar eclipse

Millions of people in Europe stepped outside this evening to watch a spectacular sunset with a solar eclipse. The path of totality passed through portions of Greenland, Iceland and Spain,

中文摘要 数百万人今晚走出家门,观赏带有日食的壮观日落。全食带穿过格陵兰、冰岛和西班牙的部分地区。

Ebola outbreak on track to be deadliest ever, WHO chief says

The outbreak, declared on 15 May, has caused more than 2,000 deaths, with thousands more reported cases.

中文摘要 世界卫生组织总干事表示,埃博拉疫情可能是有史以来最致命的疫情,已造成2000多人死亡,还有数千例报告病例。

David McBride leaves prison on parole after being jailed for leaking Afghanistan war documents

Attorney general grants former army lawyer’s release after 27 months in jail Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast David McBride, the former army lawyer jailed for his role in stealing secret defence documents about the Afg

中文摘要 前军队律师David McBride因泄露阿富汗战争文件而被判入狱27个月后获得假释。

Korean Stocks Rise as Chip Rally Regains Steam

A revival in the global AI trade pushed South Korean stocks toward a technical bull market, marking a dramatic turnaround from last month’s historic rout. Bloomberg TV's Avril Hong breaks down the latest moves. (Source: Bloomberg)

中文摘要 韩国股票受全球AI贸易复苏推动,涨势强劲,从上个月的历史性暴跌中强劲反弹。

Shein Is Said to Consider Aug. 28 for Hong Kong Trading Debut

Shein Global Holdings Ltd. plans to start taking investor orders for its long-awaited Hong Kong initial public offering as soon as Aug. 20 and debut in the city around Aug. 28, according to people familiar with the matter.

中文摘要 Shein Global Holdings Ltd.计划于8月20日开始接受投资者订单,并计划于8月28日在香港上市。

Korea Steps Up Home Supply Push as President Faces Discontent

South Korea raised its cap on household debt growth and pledged more homes in the Greater Seoul area, stepping up efforts to contain a relentless housing rally that’s becoming a political liability for President Lee Jae Myung.

中文摘要 韩国政府为应对民众不满,提高家庭债务增长上限,并承诺在首尔地区提供更多住宅。

Prabowo Picks Insiders for Top Indonesia Central Bank Posts

President Prabowo Subianto nominated three senior Bank Indonesia officials to fill the central bank’s top leadership positions, reinforcing expectations of policy continuity after he picked Destry Damayanti as the sole candidate for governor.

中文摘要 印尼总统提名内部人士担任央行高级职位,强化政策连续性预期。

Housing Market Jitters Grip Australia Banks on Cautious Outlook

Banks revealed the extent of the depressed housing market sentiment in Australia this week, dragging down their share prices and underscoring the pressure on profitability.

中文摘要 澳大利亚房地产市场紧张情绪加剧,银行股票承压。

China’s Coal-to-Chemicals Push Pays Off With Record Profits

China’s decade-plus quest to replace oil with coal in chemicals production is paying off for industry leader Ningxia Baofeng Energy Group Co., which pulled in record profits as crude prices soared due to the Middle East War.

中文摘要 中国煤制化学品项目取得丰硕成果,宁夏宝丰能源集团实现创纪录利润。

Australia Housing Price Drop Helps Slow Economy, RBA’s Kent Says

A fall in home prices is making financial conditions in Australia more restrictive, according to a senior central bank official, helping efforts to reduce aggregate demand and cool the economy.

中文摘要 澳大利亚房价下跌加剧了金融条件的限制性,有助于降低总需求和冷却经济。

Japan’s Producer Price Gains Stay High as BOJ Mulls Rate Path

Prices for Japan’s corporate goods continued to rise at an elevated pace in July, keeping high cost pressure on companies, as central bank officials continue to consider whether to proceed with additional interest rate hikes to contain inflation.

中文摘要 日本7月份企业商品价格继续以较高速度上升,日本央行官员继续考虑是否进行进一步的加息以控制通胀。

Korean Stocks Rise 23% in 10 Days as Chip Rally Regains Steam

A revival in the global AI trade pushed South Korean stocks toward a technical bull market, marking a dramatic turnaround from last month’s historic rout.

中文摘要 韩国股票在10天内上涨23%,芯片行业复苏推动股价强劲反弹。

该源今日无内容。