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2026-08-13

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cathrynlavery/diagram-design

HTML · ★ 10,239 · 🍴 668 · 📈 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,使用HTML和SVG实现,无阴影,不依赖Mermaid库。适用于需要自定义图表的设计师和开发者。

macro-inc/macro

Rust · ★ 1,759 · 🍴 221 · 📈 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 为团队提供统一的协作空间,整合邮件、聊天、文档、任务、代理、通话和CRM等功能,通过共享AI记忆实现无缝协作。

semantica-agi/semantica

Python · ★ 5,690 · 🍴 623 · 📈 834 stars today

Graph-Native Infrastructure for Context and Accountable AI Systems

中文介绍 为上下文和可解释人工智能系统提供图原生基础设施,适用于需要复杂数据处理和分析的场景。

stablyai/orca

TypeScript · ★ 43,832 · 🍴 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.

msitarzewski/agency-agents

Shell · ★ 144,543 · 🍴 23,417 · 📈 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,适用于需要个性化服务的用户。

shiyu-coder/Kronos

Python · ★ 36,934 · 🍴 6,149 · 📈 277 stars today

Kronos: A Foundation Model for the Language of Financial Markets

中文介绍 Kronos是金融市场语言的基础模型,适用于需要分析金融市场数据的分析师和研究人员。

NanmiCoder/MediaCrawler

Python · ★ 61,953 · 🍴 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 提供小红书、抖音、快手、B站、微博、百度贴吧、知乎等多平台内容爬虫,适用于内容分析和数据挖掘。

hugohe3/ppt-master

Python · ★ 45,538 · 🍴 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原生PowerPoint演示文稿,适用于需要快速生成演示文稿的用户。

infiniflow/ragflow

Go · ★ 87,533 · 🍴 10,309 · 📈 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是一款开源的检索增强生成引擎,结合RAG和代理功能,为LLM提供更强大的上下文层。

paperclipai/paperclip

TypeScript · ★ 77,712 · 🍴 14,298 · 📈 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,适用于需要管理代理的工作环境。

NVIDIA-NeMo/Switchyard

Rust · ★ 808 · 🍴 83 · 📈 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 · ★ 36,055 · 🍴 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 · ★ 20,338 · 🍴 3,298 · 📈 40 stars today

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

中文介绍 自动化OSINT(开源情报)工具,用于威胁情报和攻击面映射。

localsend/localsend

Dart · ★ 87,796 · 🍴 4,870 · 📈 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,适用于需要快速传输文件的用户。

Lightricks/LTX-2

Python · ★ 8,699 · 🍴 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,适用于需要音频-视频生成模型的研究人员和开发者。

embabel/embabel-agent

Kotlin · ★ 4,219 · 🍴 411 · 📈 29 stars today

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

中文介绍 JVM平台的代理框架,适用于需要构建代理服务的开发者。

cactus-compute/needle

Python · ★ 4,206 · 🍴 303 · 📈 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。

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

👍 552

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

👍 185

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

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

👍 0

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

👍 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 探讨产品构建与部署哲学,分享如何实现自动化部署,强调自主产品Duet的作用。

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 分析代码质量评估方法,探讨智能体(agent)的代码质量评估问题。

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 展示如何构建团队共享的AI工具集,实现模型、智能体、技能和自动化流程的协调。

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条自我提升智能体循环的规则,适合AI工程师参考。

/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 介绍用于编码智能体的紧凑视觉表示方法/show-me,提升开发效率。

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Grok Bot,探讨如何利用个人智能体提升工作效率。

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,分享使用心得和项目案例。

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可智能体AI时代已到来,组织迅速采用智能体,少有高管怀疑该技术改变工作的潜力,但许多组织发现实现预期投资回报具有挑战。

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推出新的手语到文本模型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介绍了如何进行推理跟踪的投机解码。

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研究揭示了企业如何采用智能体AI,使用ChatGPT和Codex,以及前沿公司在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展示如何使用ChatGPT Work和Codex加速AI产品开发并集中运营情报。

🔬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的BioAI阶段转变,通过四个夏季交易引领,联合创始人Matt McPartlon和产品负责人Neil Patil解释原因。

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,具有清晰的标签、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将Daybreak网络安全能力通过Amazon Bedrock提供给企业安全工作流程。

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。

Palestinians Trapped by Settlers for Days as Israeli Army Shows Up, and Then Leaves

Two families have been trapped by settlers for days, casting a spotlight on the army’s struggle to curtail settler violence and protect Palestinians living in the occupied West Bank.

中文摘要 巴勒斯坦家庭在约旦河西岸被定居者围困数日,突显以色列军队在遏制定居者暴力和保护巴勒斯坦居民方面的努力。

Australia politics live: Andrew Bragg says low-income earners should accept they will live in substandard housing; Rio Tinto given $2.5bn bailout

Shadow housing minister defends speech after criticism move would lock disadvantaged into skyrocketing power bills. 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

中文摘要 影子住房部长安德鲁·布拉格表示,低收入者应接受他们将住在条件较差的住房中;力拓集团获得25亿美元救助。

Media groups sue Trump over paid access to public social media posts

Lawsuit claims Trump profits unfairly by charging up to $100,000 monthly for exclusive access to presidential posts.

中文摘要 媒体集团起诉特朗普,指控其通过收取高达每月10万美元的费用来独家访问总统帖子不公平获利。

Why Japanese firms are being so slow to use AI

Japanese risk aversion and conservatism blamed for slow AI take-up by the country's business sector.

中文摘要 日本企业因风险规避和保守主义而缓慢采用人工智能。

Thousands of Canadians call for US ambassador's expulsion

An online petition accusing Pete Hoekstra of diplomatic interference in Canadian domestic affairs has garnered more than 60,000 signatures.

中文摘要 数千名加拿大人要求驱逐美国大使皮特·霍克斯特拉,指控他干涉加拿大国内事务。

Arabian Sea Bird and Turtle Habitat Threatened by Oil From Grounded Tanker

The spill of Russian crude bound for India compounds the environmental damage from spills in and around the Strait of Hormuz, where tankers and oil facilities have come under attack.

中文摘要 俄罗斯原油泄漏威胁到阿拉伯海鸟和海龟栖息地,该原油预定运往印度,加剧了霍尔木兹海峡及其周边地区的环境破坏。

Pay with a glance at a screen as biometric technology company begins push into Australian retail

Customers will be able to pay using face and palm scans, potentially speeding up transactions – but rollout of the technology is likely to be slow Follow our Australia news live blog for latest updates Get our breaking news email, free app or daily news podcast The company behind 300,000 Eftpos term

中文摘要 生物识别技术公司开始进军澳大利亚零售业,顾客将能够通过面部和手掌扫描支付,但该技术的推广可能缓慢。

Ignore the doomsdayers – property investing in Australia is far from broken

Investor loan applications may have fallen since the start of the year, but the slump already appears to be turning around Get our breaking news email, free app or daily news podcast Ignore the doomsday warnings about the government’s tax changes – property investing in Australia is a little bruised

中文摘要 忽略末日论者——澳大利亚的房地产投资远未崩溃。

Singapore’s CapitaLand Sees Profit Recovery Due to Fee Increases

CapitaLand Investment Ltd.’s profit rose in the first half, driven by higher contributions from private funds and various real estate investment trusts, and the property asset manager forecast earnings growth.

中文摘要 新加坡凯德集团因费用增加利润回升,预计业绩增长。

ASX Profit Misses Estimates as Attia Prepares to Lead Exchange

ASX Ltd.’s full-year profit missed estimates and costs grew ahead of incoming chief executive officer Anthony Attia’s arrival at the Australian exchange next month.

中文摘要 澳大利亚证券交易所利润未达预期,新任首席执行官即将上任。

Origin Profit Beats Estimates on Australian EV, Battery Uptake

Origin Energy Ltd.’s full-year profit beat analyst estimates, as the uptake of electric vehicles and home batteries in Australia accelerated.

中文摘要 奥瑞金能源利润超出预期,得益于澳大利亚电动汽车和家用电池需求增加。

Gold Steadies After Tame US Inflation Data Eases Rate-Hike Bets

Gold steadied near $4,400 an ounce after a subdued US inflation report relieved near-term pressure on the Federal Reserve to hike interest rates.

中文摘要 金价稳定在每盎司4400美元附近,因美国通胀数据温和,加息预期降温。

North Sea oil producers told to speed up well closures

NSTA has fined one company more than £16mn this year and vows to enforce deadlines

中文摘要 北海油田生产商被要求加快油井关闭,一公司因违反规定被罚款超过1600万英镑。

Why Japanese firms are being so slow to use AI

Japanese risk aversion and conservatism blamed for slow AI take-up by the country's business sector.

中文摘要 日本企业对AI应用缓慢,归因于风险规避和保守主义。

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和Edge Focus达成少数股权投资,探讨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 to gain Thursday after a subdued US inflation report eased concerns about imminent interest-rate hikes by the Federal Reserve. American crude snapped a five-day rally.

中文摘要 亚股有望因美国通胀数据温和而上涨,美国原油结束五日连涨。

Latest Oil Market News and Analysis for Aug. 13

Oil held the bulk of a five-session gain, as traders waited for signs of progress toward reopening the Strait of Hormuz.

中文摘要 油价保持五日涨势的大部分,交易者等待霍尔木兹海峡重新开放的迹象。

ANZ Profit Rises on Deposits, Mortgage Applications Drop

ANZ Group Holdings Ltd.’s profit edged up in the third quarter as the bank grew customer deposits and expanded lending in its business and private banking division, offsetting a fall in the value of mortgage applications.

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 库什纳和艾格以125亿美元创纪录的价格收购洛杉矶湖人队。

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 Inc. 正在审查从其指数中移除印度尼西亚科技公司GoTo。

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