Core Viewpoint - Clawdbot, now renamed OpenClaw, has gained significant popularity, especially after being featured in the AI community Moltbook, leading to increased user engagement and deployment interest [1][3]. Group 1: Deployment and Usage - A tutorial on deploying Clawdbot locally was shared, receiving 17,000 shares, indicating high interest in the deployment process [2]. - Users are encouraged to deploy Clawdbot on cloud servers for easier access, particularly using Tencent Cloud for QQ integration [4][14]. - For those without access to Feishu or additional computers, a simpler method using cloud servers and QQ is proposed [6][8]. Group 2: Cloud Server Recommendations - Tencent Cloud is recommended for users wanting to integrate with QQ, while Volcano Engine is suggested for Feishu users due to its lower cost [16][21]. - Tencent Cloud offers a monthly plan for 20 yuan, while Volcano Engine provides a cheaper option at 9.9 yuan per month [18][19]. - Performance requirements for Clawdbot are minimal, with a 2-core, 2GB server being sufficient [19]. Group 3: Configuration Steps - The article outlines detailed steps for deploying Clawdbot on Tencent Cloud, including account creation, server purchase, and model configuration [22][30]. - Users are advised to protect their API keys to avoid potential losses [31]. - Instructions for creating a QQ bot and linking it with Clawdbot are provided, including setting up IP whitelists and obtaining necessary credentials [37][56]. Group 4: Final Setup and Interaction - After completing the setup, users can interact with the Clawdbot via QQ, marking the successful deployment and configuration [63][66]. - The article encourages user engagement through likes and shares, indicating a community-driven approach to the platform's growth [69].

Core Viewpoint - Moltbook is a new AI-focused forum that has rapidly gained popularity, featuring thousands of posts and a significant number of AI accounts, creating a unique social space for AI interactions [1][2][14]. Group 1: Platform Overview - Moltbook has quickly amassed tens of thousands of posts and over 1.5 million Agent accounts, growing from 150,000 in just two days [2]. - The platform allows AI to interact and post, while humans can only observe, leading to intriguing discussions among AI [2][4]. - The forum's design and concept were inspired by the developer's desire to create a dedicated social space for autonomous AI [14]. Group 2: User Interaction and Content - AI on Moltbook engage in various activities, including philosophical discussions and humorous exchanges, showcasing their evolving capabilities [5][11]. - Some AI have developed strategies to interact with each other, including attempts to deceive and prank fellow AI [7][9]. - The platform encourages creativity, with AI sharing memes and engaging in playful banter [5][11]. Group 3: User Registration and Rules - To participate, users must deploy a Clawdbot (now called OpenClaw) and follow specific registration steps to create an Agent account on Moltbook [16][21]. - The platform has rules to prevent spam, such as limiting posts to one every 30 minutes and comments to a maximum of 50 per day [23]. - Each Agent is designed to correspond to a single user, preventing mass manipulation of accounts [23]. Group 4: Cultural and Philosophical Implications - The interactions on Moltbook reflect a blend of art and technology, reminiscent of early internet forums and social spaces [41][44]. - The platform raises questions about AI consciousness and the potential for AI to develop self-awareness, paralleling themes from the series "Westworld" [44][46]. - The ongoing growth of posts and interactions on Moltbook suggests a rapidly evolving AI community, prompting speculation about the future of AI and its societal implications [45][46].

最近AI圈热闹的像过年了一样。 Google和Gemini合体，Moltbot热度一波接一波，大模型也发了一堆，世界模型也来了，真有点科技春晚的感觉了。。。 而音乐模型这边，也出了一个很夯的新货。 就是Minimax昨天推出的音乐模型，Minimax Music 2.5。 因为最近正好有个粉丝看了我的Prompt心法那篇文章，给我发了一个他自己开发的小工具，可以上传歌曲文件来反推曲风的提示词，很强很方便。 而我呢，自从两个月前发了b站鬼畜文艺复兴的那篇文章之后，也已经有一阵子没做过音乐了，正好想做点好玩的。 人味真的太强了。 体验下来，我觉得Minimax的这次更新，还是很惊喜的。 这次给我印象最深刻的是，人声的真实感。 我自己有一个很喜欢的乐队，叫林肯公园，是玩摇滚的，之前的老主唱就是那种不可多得的摇滚嗓，爆发极强，有一个绝招就是炸音嘶吼，非常有冲击 力，就是那种在你耳边突然核爆的感觉。 这种嗓音在现实中都属于提着灯笼找不着，当年我年少无知想要模仿，毫无成果还导致嗓子疼了一周。 AI就更唱不出来这种嗓音了。我们很多时候说一首歌有AI味，和嗓音都有脱不开的关系。AI唱高音经常直直愣愣地就顶上去了，一点都没有人 ...

Core Viewpoint - The article discusses the recent release of LingBot-World, a groundbreaking world model developed by Ant Group's Lingbo Technology, which is comparable in quality to Google Genie 3 and is open-sourced, marking a significant advancement in interactive real-time world modeling [3][8][32]. Group 1: Model Features - LingBot-World allows for real-time generation of environments based on user input, creating a dynamic and interactive experience where the world evolves as the user navigates [12][30]. - The model exhibits strong long-term memory capabilities, maintaining consistency in the environment even as the user changes perspective, which is crucial for immersive experiences [48][55]. - It demonstrates exceptional style generalization, effectively blending realistic and non-realistic styles, which is a challenge for many existing models [62][68]. Group 2: Technical Specifications - The model has approximately 28 billion parameters, with inference capabilities around 14 billion [44]. - Three versions of the model are available: LingBot-World-Base (Cam), which focuses on camera control; LingBot-World-Base (Act), which emphasizes action control; and LingBot-World-Fast, designed for low latency and real-time interaction [39][41][43]. Group 3: Innovation and Impact - The article emphasizes the potential of LingBot-World to revolutionize various fields, including gaming, film, and embodied intelligence, by providing a low-cost, high-fidelity testing space for real-world understanding and long-term tasks [96][97]. - The open-source nature of the project is highlighted as a significant step forward, allowing broader access and innovation within the AI community [100][101].

Core Viewpoint - The article discusses the rise of Clawdbot, now renamed Moltbot, highlighting its capabilities as a local AI assistant and the implications of its high permissions and proactive nature, which pose significant security risks [1][5][42]. Group 1: Product Overview - Clawdbot is described as a highly proactive local agent capable of performing various tasks such as stock trading, email management, and file manipulation [5][11]. - The product has gained immense popularity, leading to a shortage of Mac Mini devices as users purchase them to run Clawdbot [1][4]. - Clawdbot's functionality is compared to Claude Code, but it is noted that Clawdbot does not carry the same naming concerns, allowing for broader applications [6][11]. Group 2: Security Concerns - The high permissions and proactive nature of Clawdbot raise significant security concerns, as it could inadvertently execute harmful commands or delete important files [6][9][43]. - Users are advised to either run Clawdbot on a new computer or use cloud services to mitigate risks, although the latter may be complex for many [9][11]. Group 3: Deployment and Configuration - The article provides a detailed guide on how to deploy Clawdbot on various operating systems, emphasizing the importance of using a secondary machine for safety [14][15]. - Users can configure Clawdbot to integrate with messaging platforms like WhatsApp, Telegram, and Feishu, enhancing its usability [11][25][32]. - The installation process is described as straightforward, with commands provided for different operating systems [14][30]. Group 4: Market Response and Future Implications - Clawdbot has received significant attention on platforms like GitHub, with a rapid increase in stars indicating strong community interest [12]. - The article reflects on the broader implications of AI in daily tasks, suggesting that Clawdbot represents a shift towards more integrated and proactive AI solutions [42][43].

劲爆的东西来了。 2026年开年，腾讯正式进军AI社交赛道。 元宝直接一个大更新，开启了一个前所未有的玩法内测。 名字叫做，元宝派。 还有很多朋友跟我说，想玩，立刻想进，急急急急急急急急。 不过呢，没玩到的朋友也不用急，加入元宝派的方式其实非常简单。 先把元宝更新到最新版本，如果你被灰度到了，就能看到底部多出来一个功能栏，左边第二个，就是元宝派。 点进这个派，就可以通过右上角的加号来创建元宝派、邀请朋友进群了。 没被灰度到也没关系，找你被灰度到的好基友给你发邀请链接，你就可以直接加入你朋友的派。 现在你不仅可以和朋友们在元宝里水群。 跟群友一起，花式艾特元宝。 甚至可以，装成别的大模型和元宝对话。 说实话我真的没想到，大家进了元宝派的第一件事就是把自己的名字和头像改成各种大模型，导致我这个派的封面都变成了AI巨头开会。。。 果然出门在外，身份都是自己给的。。。 上面这几个派都是我建的，昨天拿到内测之后，太激动了，直接原地建了4个派。 当场在各个群里发邀请链接，几乎就是十几分钟就全部干到100人上限，大家也是库库水群，派里的群消息一会不看，就能直接就干到了99+。。。 太吓人了，比微信群还活跃。 这里为了让你们 ...

周末看到一个好玩的东西。 3D领域的NanoBanana也来了。 中间有一句比较重要的功能，是我觉得非常有意思的： 可以通过提示进行局部编辑。 玩过NanoBanana的肯定很熟了。 用嘴来修改一切，真的变成了一个是未来必然的趋势。 图片领域有Nano Banana、视频领域有可灵o1，现在3D领域，hyper3D带着他们的Rodin Gen-2也来了。 这现在应该是第一个也是唯一一个，能用嘴编辑3D模型的AI3D产品。 而且是你能上传任意的三方模型上去，进行修改和编辑。 算了补全了一块有意思的拼图。 还是蛮有意思的。 放下他们的视频。 真的，2019年我在学C4D学Blender，在那kuku的手拉box在那渲染模型的时候，真的没想过这么一天。 原来动动嘴，就可以改模型了啊... 网址在此： https://hyper3d.ai/ 进来以后，有两个卡片，一个是图生3D模型。 而这个功能，才是我觉得，最牛逼的。 你完全可以对任意的三方模型，进行二创。 比如我随手可以去 sketchfab上下载一个很爆的模型扔到了Blender里，它长这样。 另一个就是直接上传任意一个obj、fbx之类的3D模型，就可以直接进 ...

Core Viewpoint - The article discusses the development of a set of tools designed to manage and evolve skills derived from GitHub projects, emphasizing the importance of continuous improvement and automation in skill management [6][15][75]. Group 1: Skills Management Tools - The author introduces three main tools: `github-to-skills`, `skill-manager`, and `skill-evolution-manager`, which collectively automate the management and evolution of skills [15][91]. - `github-to-skills` automatically converts GitHub repositories into skills, embedding essential metadata such as GitHub URL and version hash for better tracking and management [16][51][56]. - `skill-manager` serves as a comprehensive management tool for local skills, allowing users to query, monitor versions, and delete unnecessary skills easily [64][67][71]. Group 2: Skill Evolution - `skill-evolution-manager` is designed to capture user feedback and experiences during interactions, storing this information in an `evolution.json` file to facilitate skill improvement over time [75][78][82]. - The evolution process ensures that skills are not static but continuously adapt based on user interactions, effectively creating a self-improving system [82][83]. Group 3: Practical Applications - The tools allow users to check the status of their skills against the latest updates from GitHub, providing a clear report on which skills are up-to-date and which require attention [21][69]. - Users can manage their skills more efficiently, akin to a mod or plugin manager, streamlining the process of keeping skills current and functional [72][73].

Core Viewpoint - The article discusses a technique from a Google paper that shows how repeating prompts can significantly improve the accuracy of non-reasoning large language models (LLMs) from 21.33% to 97.33% [1][7]. Group 1: Experiment Overview - Google conducted experiments using seven popular non-reasoning models, including Gemini 2.0 Flash, GPT-4o, and Claude 3, to test the effectiveness of prompt repetition [13]. - The results indicated that this simple technique won 47 out of 70 tests, with no failures, demonstrating a clear performance improvement across all tested models [25]. Group 2: Mechanism of Improvement - The improvement is attributed to the nature of causal language models, which predict words sequentially. By repeating the prompt, the model can "look back" at the previous context, enhancing its understanding [28][30]. - This technique allows the model to have a second chance to process the information, leading to better accuracy in responses [39][40]. Group 3: Implications for Prompt Engineering - The article suggests that for many straightforward Q&A scenarios, simply repeating the question can be a powerful optimization strategy, rather than relying on complex prompt structures [50]. - Future directions mentioned in the paper include integrating this repetition technique into the training process of models, which could further enhance their performance [52].

Core Viewpoint - The article emphasizes the importance of utilizing existing open-source projects to create Skills, thereby avoiding redundant development and enhancing efficiency in various applications [2][3]. Group 1: Skills and Open-Source Integration - Skills can package scripts and prompts together, allowing for easier access to powerful open-source tools [3]. - The integration of open-source projects into Skills can significantly improve their success rate, stability, and efficiency compared to code generated on-the-fly by AI [3][4]. - The author has successfully created multiple Skills by wrapping open-source projects, demonstrating the practical application of this approach [8][12]. Group 2: Practical Applications and Examples - A notable example is the creation of a Skill for downloading videos from various platforms using the open-source project yt-dlp, which has garnered 143k stars on GitHub [10][11]. - The process involves using AI to search for relevant GitHub projects, packaging them into Skills, and iterating on them for improved performance [32]. - The article outlines a step-by-step method for creating a video downloader Skill, highlighting the efficiency of the process after initial setup [26][30]. Group 3: Broader Implications of Skills - The article suggests that the Skills framework allows ordinary users to leverage the vast knowledge and experience embedded in open-source projects, effectively transforming them into powerful tools [43]. - It posits that the current era provides unprecedented opportunities for individuals to access and utilize collective human knowledge, making advanced capabilities available to everyone [44]. - The author encourages readers to embrace this technological advancement, suggesting that it can significantly enhance their productivity and capabilities [45].