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2026-08-13

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cathrynlavery/diagram-design

HTML · ★ 10,795 · 🍴 690 · 📈 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风格混乱,适用于Claude Code项目。

macro-inc/macro

Rust · ★ 1,900 · 🍴 233 · 📈 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 提供团队统一工作空间,整合邮件、聊天、文档、任务、代理、通话和CRM,通过共享AI记忆实现@链接。

semantica-agi/semantica

Python · ★ 5,776 · 🍴 629 · 📈 845 stars today

Graph-Native Infrastructure for Context and Accountable AI Systems

中文介绍 为上下文和问责制AI系统提供图原生基础设施。

stablyai/orca

TypeScript · ★ 43,980 · 🍴 3,062 · 📈 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.

msitarzewski/agency-agents

Shell · ★ 144,627 · 🍴 23,423 · 📈 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 提供一站式AI代理服务,包括前端专家、Reddit社区专家、创意注入者和现实检查者等,适用于需要多样化AI代理的场景。

shiyu-coder/Kronos

Python · ★ 36,957 · 🍴 6,150 · 📈 266 stars today

Kronos: A Foundation Model for the Language of Financial Markets

中文介绍 Kronos是一个用于金融市场语言的底层模型,适用于金融分析和预测。

NanmiCoder/MediaCrawler

Python · ★ 62,026 · 🍴 12,131 · 📈 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 提供小红书、抖音、快手、B站、微博、百度贴吧和知乎等平台的笔记、评论和视频爬虫工具。

hugohe3/ppt-master

Python · ★ 45,701 · 🍴 3,718 · 📈 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,包含原生形状、转场和动画,数据支持的图表和表格,以及演讲者笔记的音频叙述。

infiniflow/ragflow

Go · ★ 87,585 · 🍴 10,312 · 📈 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RAG引擎,为LLM创建一个优越的上下文层。

paperclipai/paperclip

TypeScript · ★ 77,770 · 🍴 14,299 · 📈 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 · ★ 860 · 🍴 90 · 📈 421 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 · ★ 36,138 · 🍴 5,028 · 📈 86 stars today

人人都能用英语

中文介绍 提供英语学习资源,适用于所有英语学习者。

smicallef/spiderfoot

Python · ★ 20,369 · 🍴 3,301 · 📈 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 · ★ 87,857 · 🍴 4,873 · 📈 213 stars today

An open-source cross-platform alternative to AirDrop

中文介绍 开源跨平台替代AirDrop的应用程序。

Lightricks/LTX-2

Python · ★ 8,731 · 🍴 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训练器官方包。

embabel/embabel-agent

Kotlin · ★ 4,235 · 🍴 411 · 📈 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JVM代理的场景。

cactus-compute/needle

Python · ★ 4,288 · 🍴 306 · 📈 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基础模型,包括手机、可穿戴设备、智能家居和机器人。

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

👍 0

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

👍 1

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

👍 174

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

On-Policy Self-Distillation without Any Supervision

👍 186

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

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

👍 7

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 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

👍 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 探讨产品开发与部署哲学,分享如何实现自动化部署。

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 分析代码审查在人工智能代理中的应用,探讨代理代码质量评估。

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 展示如何构建团队共享的AI工具,实现模型、技能和自动化的一体化。

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条自优化的代理循环规则,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 提出新的代理编程视觉表示方法,简化编码过程。

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GrokJ bot,探讨个人代理与工作流程优化。

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要新成员。

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 企业和技术领导者普遍认为,具有代理能力的AI时代已经到来,但许多组织发现实现预期的投资回报存在挑战。

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介绍如何窃取推理跟踪,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研究揭示企业如何采用代理AI,使用ChatGPT和Codex,以及前沿企业在AI采用方面的领先地位。

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 OpenAI展示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的BioAI项目取得进展,今年夏天已达成四项交易,药企开始为Bio × AI工具付费。

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,并确保广告清晰标记、答案独立、隐私保护强和用户控制。

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,以支持企业安全工作流程。

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,Alibaba的Qwen3.8-Max开放权重发布包含2.4T参数模型和95B活跃MoE。

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 Telstra CEO Vicki Brady获得70万澳元加薪,年薪达680万澳元,尽管澳大利亚全国范围内出现故障,电信董事会削减了高级管理人员奖金130万澳元。

Australia politics live: Angus Taylor rebukes Andrew Bragg for expressing ‘personal views’ on migration numbers; Chris Minns steps in to deflect melon-gate question to PM

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 澳大利亚反对党领袖表示已明确告知Andrew Bragg,其职责是表达联盟的观点。

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 数十年来欧洲首次发生日全食,从冰岛到西班牙,人们涌向观测点观看月亮完全遮住太阳。

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 Catholic Schools NSW首席执行官Dallas McInerney在Icac腐败调查中表示,基督教派别是由“召唤……职责”驱动的。

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 津巴布韦新的土地政策重新开启了2000年后津巴布韦土地改革期间被征用的农场的争议。

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 数百万欧洲人今晚走出家门,观看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 世界卫生组织负责人表示,埃博拉疫情可能是历史上最致命的,该疫情自5月15日宣布以来已造成超过2000人死亡,数千例病例报告。

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被判处监禁27个月后获得假释。

Settler Siege of Palestinian Homes Highlights Growing West Bank Chaos

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 定居者围困巴勒斯坦家园事件凸显了约旦河西岸日益加剧的混乱局势,军队努力限制定居者的暴力行为并保护生活在被占领的约旦河西岸的巴勒斯坦人。

Europeans, Braced for 5th Heat Wave of 2026, Have Had Enough

With temperatures set to soar as high as 109 degrees Fahrenheit (43 Celsius) this week, Europeans and tourists say that summer in Europe has lost its appeal.

中文摘要 本周气温预计高达109华氏度(43摄氏度),欧洲人和游客表示,2026年的夏天已经失去了吸引力。

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 俄罗斯原油在前往印度的途中发生泄漏,加剧了霍尔木兹海峡及其周边地区泄漏造成的环境破坏。

More Than 40 Dead After a Ferry Capsizes on Zimbabwe’s Lake Kariba

The vessel was crowded far beyond capacity and was hit by strong waves, the police said. While dozens have been rescued, the search continues for an unknown number of missing people.

中文摘要 警方表示,船只严重超载并遭遇强浪,造成40多人死亡。数十人获救,但仍在寻找失踪人员。

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 澳大利亚银行股价下跌,反映房地产市场悲观情绪和盈利压力。

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 宁夏宝丰能源集团因中东战争原油价格上涨,实现创纪录利润。

Australia Home Price Drop Adds to Restrictive Stance: RBA’s Kent

Australia’s softening housing market is contributing to financial conditions potentially being a bit more restrictive than otherwise, the Reserve Bank’s Assistant Governor Chris Kent said at an event.

中文摘要 澳大利亚房价下跌导致金融条件可能更加严格,RBA 副行长 Kent 表示。

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 日本企业商品价格持续上涨,日本央行考虑进一步加息。

Blue-Collar Workers Are Training AI To Take Their Jobs

Before robots can take over our jobs, they first need to learn how humans move. With cameras strapped to their foreheads, blue-collar workers in India are training humanoid robots by filming how they use their hands in what might be AI's latest gold rush. (Source: Bloomberg)

中文摘要 印度蓝领工人通过录制视频训练人形机器人,以应对人工智能可能带来的就业挑战。

Brazil Backs Spending Control Measure in Fiscal Nod From Lula

Brazil’s Congress approved measures to curb spending growth in a move that aims to signal greater budget discipline backed by President Luiz Inacio Lula da Silva ahead of his reelection bid later this year.

中文摘要 巴西国会通过控制支出措施,显示总统 Lula 为今年连任争取预算纪律。

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

South Korean stocks climbed, putting the benchmark index on track to enter a technical bull market, as a global rebound in the AI trade fueled a rapid reversal from last month’s historic rout.

中文摘要 韩国股票上涨23%,AI贸易全球反弹推动股市强劲回升。

A Trader’s Guide to Prabowo’s 2027 Indonesia State Budget Speech

Traders will be watching whether Indonesian President Prabowo Subianto’s state budget speech on Friday can convince investors that fiscal discipline remains a priority, helping restore confidence in the country’s battered assets.

中文摘要 印尼总统 Prabowo 的2027年国家预算演讲将受到投资者关注,以恢复对国家资产信心。

Treasury Wine Earnings Drop by 36% on Global Alcohol Downturn

Treasury Wine Estates Ltd.’s full-year earnings fell by more than a third as the company battled a global downturn in alcohol consumption and supply concerns in China and the US.

中文摘要 Treasury Wine Estates Ltd. 因全球酒精消费下降,全年收益下降36%。

Singapore Top Property Firms’ Profit Grows, Signal Recovery

Two of Singapore’s biggest property-focused firms reported improved first-half profit, helped by growing fee-related business and new project launches, as they seek to rebuild investor confidence after past setbacks.

中文摘要 新加坡两大地产公司因费用增加和新项目推出,利润恢复增长。

ASX Shares Jump Most in Six Years After Upbeat Listings Outlook

ASX Ltd. shares surged the most in six years after Australia’s main exchange operator gave a positive outlook on its listings business ahead of Anthony Attia’s arrival as the firm’s chief executive officer next month.

中文摘要 ASX Ltd. 股价六年来最大涨幅,因澳大利亚主要交易所运营商对上市业务持乐观态度。

Origin Shares Rise Most in Six Months as Earnings Beat Estimates

Origin Energy Ltd. shares rose the most in six months after full-year profit beat analyst estimates, and the uptake of electric vehicles and home batteries in Australia accelerated.

中文摘要 Origin Energy Ltd. 全年利润超出分析师预期,澳大利亚电动汽车和家庭电池需求增长。

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