cordiverse/cordis
TypeScript · ★ 4,702 · 🍴 245 · 📈 719 stars today
Meta-Framework of Spatiotemporal Composability
中文介绍 Cordis 是一个元框架,支持时空组合性,适用于构建复杂时空数据应用。
TypeScript · ★ 4,702 · 🍴 245 · 📈 719 stars today
Meta-Framework of Spatiotemporal Composability
中文介绍 Cordis 是一个元框架,支持时空组合性,适用于构建复杂时空数据应用。
Shell · ★ 25,357 · 🍴 2,588 · 📈 225 stars today
Beautiful, Modern & Opinionated Linux
中文介绍 Omarchy 是一款美观、现代化的 Linux 发行版,注重用户体验。
Python · ★ 72,551 · 🍴 6,542 · 📈 580 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 Unsloth 是本地用户界面,支持运行和训练各种大型语言模型和扩散模型,如 Qwen3.8、Kimi K3 等。
TypeScript · ★ 83,865 · 🍴 8,280 · 📈 134 stars today
The open-source CapCut alternative
中文介绍 OpenCut 是一款开源的 CapCut 替代品,适用于视频剪辑。
Python · ★ 461,702 · 🍴 50,998 · 📈 1,583 stars today
A collective list of free APIs
中文介绍 Public APIs 提供了一个免费的 API 集合列表,方便开发者获取和测试 API。
JavaScript · ★ 40,005 · 🍴 5,329 · 📈 446 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 是一个开源的企业级应用生成平台,用于构建内部工具、仪表盘、业务应用、工作流和 AI 代理。
Python · ★ 6,548 · 🍴 432 · 📈 447 stars today
14MB foundation model for tiny devices; phones, wearables, smart home, and robots.
中文介绍 Needle 是一个适用于小型设备的 14MB 基础模型,适用于手机、可穿戴设备、智能家居和机器人。
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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
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Spatial intelligence is becoming a foundation for embodied agents, robotic planning, and multimodal assistants. To improve the spatial reasoning ability of VLM agents, existing work has mainly followed two lines. One line uses post-training methods, such as supervised fine-tuning and reinforcement l
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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
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Long-horizon LLM agents must preserve information from past interactions to support future tasks. Existing memory systems typically rely on eager consolidation, invoking LLMs after each interaction to extract, summarize, or update memories. This design makes memory construction increasingly costly a
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Video world models simulate future states conditioned on current observations and user actions. Recent systems have demonstrated impressive video consistency and action controllability over long sequences. However, fairly comparing these interactive models remains challenging. In practice, a human p
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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
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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
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Large language models often fail when answer options require combining atomic judgments under explicit logical operators, even when they judge the individual atoms correctly. We study compound options connected by AND, OR, and NEITHER/NOR, introducing a framework that decomposes each option into ato
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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
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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
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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
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We present the first systematic study of Massive activations (MAs) in layer-interleaved HLA LLMs and uncover two architecture-aligned morphologies: MAs consistently spike immediately before full attention layers, forming pre-attention spikes (PAS), and can persist through intervening linear attentio
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AI models have achieved remarkable success across diverse domains, yet the mechanisms underlying their capabilities and the risks they may pose remain poorly understood. As AI development becomes faster and increasingly automated, mechanistic exploration remains largely manual, widening the gap betw
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LLM-agent services repeatedly execute small deterministic transitions between model and tool calls: route an outcome, update state, and emit the next effect. We ask when this control path exposes enough concurrent work for GPU execution, and what changes when a GPU-computed route decision remains on
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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
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Agent skills represent a standardized format for packaging procedural knowledge and domain expertise, serving within agent harness systems as an essential mechanism to continually constrain a language model's behavior space for repeatable, high-quality task execution. However, because strong closed-
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ReRound (Reconstructive Rounding) is a post-training quantization method that addresses the midpoint ambiguity inherent in standard round-to-nearest (RTN) schemes when quantizing weights near the centers of quantization intervals. Starting from a pretrained LLM, ReRound trains a conditional diffus
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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
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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
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As large language models increasingly participate in scientific evaluation, we investigate a potential form of reward hacking: how rhetorical choices shape AI-review judgments when reported scientific content is preserved and how these effects vary across evaluation conditions. We construct a contro
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The world evolves following its dynamics, i.e., its laws of motion. However, leading video diffusion models largely fit the pixels without modeling how the pixels transit over time. Thus, they render visually plausible frames but may not accurately obey the laws. To capture the dynamics purely from
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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
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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
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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
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No single large language model (LLM) is optimal across all queries and budget constraints, making model routing essential for cost-effective deployment. Existing routers adopt diverse formulations and implementations, making fair comparison and extension difficult. We present a unified formulation o
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Large Language Models (LLMs) increasingly act as agents whose procedural knowledge is stored in reusable skill packages and loaded at inference time. As skill libraries grow, a central challenge is to expose the smallest sufficient executable context under a limited context budget. Existing systems
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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
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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
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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
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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
@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 探索 AI 编码潜力,博主与团队分享当前市场仅开发了一小部分,未来潜力巨大。
@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 GLM-5.2 事件凸显 AI 在网络安全中的双面性,博主探讨 AI 在网络攻击和防御中的角色转变。
@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,分析 AI 技术发展带来的软件构建方式变革及技能需求。
@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 正式发布,介绍其在软件工程和智能工作流中的应用。
@TheGlobalMinima · 4.0K 粉丝 · 31.4K 阅 · 527 赞 · 17 转
tldr; my current AI coding setup is Pi, Opencode Go and Herdr This year, we are seeing a boom in harness engineering. What initially started as simple scaffolding around an LLM is now one of the most
中文介绍 介绍 AI 编码的“圣三角”工具组合:Pi、Opencode Go 和 Herdr,探讨 AI 编码工具的兴起。
@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能力。
@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 分析 2026 年 AI 代理在预测市场中的策略,指出算法和 AI 驱动的钱包占市场活动超过 30%。
@OracleFndAI · 23.9K 粉丝 · 2.3K 阅 · 3.1K 赞 · 594 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 重复 OracleFoundtion 的帖子,分析 2026 年 AI 代理在预测市场中的策略,指出算法和 AI 驱动的钱包占市场活动超过 30%。
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 向 Latent Space 介绍为何将 Hooks 引入 Flue 2,并讨论了代理由其 harness 定义的原因。
Down, but not out!
中文介绍 Gemini 3.7 Flash 引入 GDM,显示出其在市场上的活跃性。
中文介绍 Hugging Face 博客发布 2026 年夏季开放模型状态观察。
中文介绍 Gemini 3.7, GPT-5.6 Sol Ultrafast,Anthropic $2T IPO。
中文介绍 Strands Agents, LeRobot 和 Hugging Face Storage Buckets 提供从记录、训练到部署的一站式服务。
中文介绍 DeepMind 博客介绍 Gemini 3.7 Flash。
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 响应日益增长的监视反弹,调整规则以限制警员对全国车牌识别网络的访问。
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 构建更快速、更高效的 AI 代理。
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 运行速度提高至 14 倍。
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 指名 Dali Rajic 为首席收入官,领导全球收入组织。
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 探讨了孩子们对人工智能的看法。
**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 在 3.6 Flash 仅仅三周后快速发布 Gemini 3.7 Flash,针对编码、网页开发、知识工作等,降价 50%。
AI teammate category just had its most significant new entrant yet
中文介绍 SpacexAI 的 Grok 4.6 和 Grok @Bot 成为了 AI 同事类别的重要新参与者。
中文介绍 Hugging Face 博客分享了从 ICML 复制 2,200 篇论文的所学。
中文介绍 Claude Chrome Cowork,Grok 4.6,DeepSeek v4-Pro-0813。
Gordon de Brouwer appointed chancellor of Australian National University. Follow today’s news live Get our breaking news email, free app or daily news podcast Hume says housing the ‘best indicator of economic security’ in retirement over super The deputy Liberal leader, Jane Hume says the Coalition
中文摘要 澳大利亚国立大学任命Gordon de Brouwer为新校长,副自由党领袖Jane Hume发表讲话。
Trump cites his "very good relationship" with North Korea's leader in deciding to downsize the exercises.
中文摘要 特朗普表示将缩减与韩国的军事演习,称与朝鲜领导人的关系良好。
Ghana has become Africa's leading voice in telling the world that Western nations owe reparations
中文摘要 加纳成为非洲要求奴隶赔偿的主要声音。
The move puts the principality in the majority among nearby nations with royal families.
中文摘要 列支敦士登修改法律,允许女性继承王位,成为周边王室国家中的多数。
Recent shootings have highlighted the country's troubled relationship with guns, with laws doing little to curb the violence.
中文摘要 泰国枪支问题严重,全国约有1000万支枪。
Trump’s son-in-law and envoy held rare meeting with Hamas chief in Egypt in push for progress on ceasefire Donald Trump’s son-in-law and envoy, Jared Kushner, held a rare meeting with Hamas’s political chief on Sunday in Egypt, in a new diplomatic effort to make progress in the stalled Gaza ceasefir
中文摘要 特朗普女婿库什纳在埃及与哈马斯领导人会面,推动加沙地带停火进展。
Violence in the occupied West Bank has intensified under Israel's far-right Netanyahu government.
中文摘要 西岸地区在内塔尼亚胡极右翼政府下暴力加剧。
Nearly 300 migrants and 61 alleged facilitators detained during mass migration attempt.
中文摘要 在最近的移民打击行动中,近300名移民和61名涉嫌协助者被捕。
Head-on collision between two vehicles on M9 in County Kildare also injured four other people, say police Five teenagers have died and four other people have been seriously injured in a crash involving a car driving in the wrong direction on a motorway in the Republic of Ireland, police said. Gardaí
中文摘要 爱尔兰一辆汽车在高速公路上逆行发生碰撞,造成五名青少年死亡,四人受伤。
Couple die in Salamis, while multinational forces and local farmers tackle Belgium’s biggest fire in a century near Liège An elderly couple died in fires on the Greek island of Salamis on Sunday and a fire ravaged Belgium’s largest nature reserve, in the latest wave of European wildfires. The couple
中文摘要 希腊萨罗米斯岛发生火灾,比利时最大自然保护区也遭火灾肆虐,造成一对老年夫妇死亡。
Malaysian PM Anwar Ibrahim joins Sreenivasan Jain on justice, trade, and a middle power holding superpowers to account.
中文摘要 马来西亚总理安瓦尔·易卜拉欣在正义、贸易和平衡大国间发挥中间力量。
The president’s son-in-law met the Palestinian militant group’s leaders in Egypt, officials said. He will soon see Benjamin Netanyahu, the Israeli leader.
中文摘要 库什纳在埃及与哈马斯领导人会面,推进特朗普的加沙计划,并将与以色列领导人内塔尼亚胡会面。
Adm Brad Cooper acknowledged that navy service at sea for long periods is "uniquely challenging and tough", following a visit to the warship.
中文摘要 美国海军陆战队指挥官表示,海军在海上长期服役具有独特挑战性。
The boat overturned during heavy winds near the Zambian border.
中文摘要 津巴布韦一艘渡轮在强风中翻覆,死亡人数升至84人。
CCTV from a Palestinian-owned cafe in Iceland shows what appear to be Israeli tourists ripping a framed map of Palestine
中文摘要 冰岛一家巴勒斯坦咖啡馆遭以色列游客骚扰,拆除巴勒斯坦地图。
Gold was steady as traders weighed the competing impacts of cooling US economic data and energy-led inflation pressure on the Federal Reserve’s interest-rate path.
中文摘要 金价稳定在4400美元附近,交易者在考量美国经济数据和美联储利率路径的影响。
The Pentagon’s designation of WuXi AppTec Co. as a Chinese military company may have prompted some US clients to pull back, but investors are still piling into the stock betting the firm will remain central to the global supply of obesity, cancer and other drugs.
中文摘要 尽管五联基因被美方认定为军事公司,但股价仍上涨100%,投资者看好其在全球药物供应中的地位。
New Zealand infant formula supplier a2 Milk expects only a gradual recovery from supply chain disruptions that impacted its China sales earlier this year, signaling the earnings margins will be soft in the six months through December.
中文摘要 新西兰奶粉供应商a2 Milk预计,其中国销售因供应链中断的影响将缓慢恢复,盈利能力可能较弱。
Oil edged higher as traders looked for the next catalyst to set direction, with renewed Israeli attacks on Lebanon and the prospect of fresh US sanctions on Iran adding to geopolitical uncertainty.
中文摘要 油价因中东紧张局势而小幅上涨,交易者寻求新的市场催化剂。
National Australia Bank Ltd.’s profit climbed in the third quarter as lending to businesses across the country expanded.
中文摘要 澳大利亚国民银行因企业银行业务增长,第三季度利润小幅上升。
Oil steadied as fresh fighting in Lebanon and attacks on vessels in the Strait of Hormuz muddied the outlook for a deal to end the US-Iran war.
中文摘要 油价在黎巴嫩冲突和霍尔木兹海峡船只袭击事件后稳定,美伊战争前景不明。
“I have instructed Secretary of War, Pete Hegseth, to substantially reduce the Joint Military Exercises,” with South Korea, President Donald Trump says in a post on Truth Social.
中文摘要 特朗普指示国防部长大幅减少与韩国的联合军事演习。
Analysts are less bullish on BHP Group Ltd. ahead of Tuesday’s full-year results, with buy recommendations for its Sydney-listed stock falling to a record low.
中文摘要 分析师在BHP Group Ltd.公布全年业绩前持谨慎态度,买入评级跌至历史低点。
JPMorgan chief’s call to John Healey is part of lobbying by financial services sector ahead of October Budget
中文摘要 摩根大通CEO警告英国财政大臣不要提高银行税。
The sale of 20-year government bonds this week will test investor appetite for long-term debt following a few record-breaking auctions.
中文摘要 本周美国20年期国债销售将测试投资者对长期债务的需求,收益率曲线趋于陡峭。
Ministers to encourage property developments close to train, tram and underground stations
中文摘要 英国政府改革规划以保护酒吧和促进房屋建设。
The news doesn’t stop when markets close. Hosts Joe Mathieu, Carol Massar and Lisa Mateo bring clarity, context and a bit of humor to the weekend’s biggest headlines, LIVE from New York. Joined by Rep. Byron Donalds (R- FL), Rob Bonta, California Attorney General, Vice Admiral Robert Hayward, Fmr. C
中文摘要 周末新闻不断,主持人将带来周末头条新闻的清晰度、背景知识和一点幽默。
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