Core Insights - Lovart, also known as "星流AI" in China, has rapidly gained attention in the AI application field, with significant engagement on social media and a surge of users seeking trial invitations [1][3] - The emergence of Lovart signifies a shift from traditional AI tools to a new model of creative collaboration, redefining the relationship between creators and AI [3][19] Group 1: Old World Challenges - The previous generation of AI tools, referred to as AIGC 1.0, only addressed the initial stages of the creative process, leaving creators to handle the majority of integration and editing tasks manually [6] - The introduction of workflow tools like ComfyUI marked the AIGC 2.0 era, but their complexity deterred most designers, making them more suitable for AI experts rather than general creators [6][7] Group 2: New Model Introduction - Lovart's founder, Chen Mian, identified that creators need a comprehensive solution rather than just advanced tools, likening the new model to a "chef team" that handles all aspects of creative work [7][8] - The core idea of Lovart is to transform AI from a mere tool into a "Creator Team," allowing users to act as clients who provide input while AI manages the execution [8][19] Group 3: Interaction Redefined - Lovart's product design emphasizes a natural interaction model, using a metaphor of a "table" where creators can easily communicate their needs and see the results in real-time [9][11] - The interface consists of a large canvas for visual work and a dialogue box for user instructions, streamlining the creative process and enhancing user experience [10][11] Group 4: Market Positioning - Lovart strategically targets the overlooked "creative individual" and professional consumer segments, avoiding direct competition with industry giants like Adobe and Midjourney [14] - The company focuses on creating unique user experiences by integrating domain knowledge with AI capabilities, rather than simply improving existing tools [14][15] Group 5: Future Outlook - Lovart is positioned at the forefront of the emerging Agent era, which is expected to revolutionize the creative industry by enhancing collaboration and efficiency [15][19] - The founder believes that the true potential of AI lies in its ability to replace not just individual tools but entire collaborative teams, fundamentally changing the creative landscape [19][21]

【 嘉宾金句 】 本期嘉宾简介： 何秋剑， 壹号印象AIGC影视工作室创始人，AI影视制作特约讲师 ，中石化、北大、浙江卫视、福建卫 视等众多央企、一流大学、省级媒体签约合作AIGC制作总监。 《AI转型访谈录》是由腾讯研究院发起的一个开放研究项目，希望在人工智能加速推进产业和社会转型的背景 下，发现和识别那些已经站在变革前沿的企业和个人，通过100个先锋实践访谈，记录他们推进AI转型的深度 思考与实践经验，为更多组织和个人提供可借鉴的AI转型路径参考。 "我人生中的第一个AI订单，是做一张图片，花了五天时间，赚了十块钱。当时我真的非常开心。" "在每个行业想要有稳定的客源和业务都不简单，AI虽然降低了一定门槛，但要做出成绩，还需要学习很 多东西，比如影视基础、绘画基础、审美能力，还有创意和制作思路，这些都是AI无法替代的。" "AI 最多只能帮你提速 80%，加快创作速度，但创作思路，起码在短时间内 AI 是代替不了的，思路真的 太重要了" "我觉得，真的想学习一个东西，没有内在驱动力是学不进去的。很多人都是今天说想学，明天遇到点困 难就放弃了。我见过太多这样的人，包括以前的朋友，让我教他们，在电脑上演示给 ...

Core Viewpoint - FLUX Kontext has become a versatile image editing application, capable of various modifications and enhancements, including watermark removal and background adjustments [1][2]. Group 1: Introduction to FLUX Kontext - FLUX Kontext is integrated into Liblib, allowing users to process images online without the need for local installations [2][4]. - A step-by-step tutorial is provided to guide users on how to utilize FLUX Kontext for image modification and fusion [2][3]. Group 2: Using Web UI for Image Modification - Users can access the Web UI on Liblib to modify images, with the current limitation of processing only one image at a time [4][6]. - The process involves selecting the F.1 Kontext model, entering prompt words, adjusting image ratios, and generating images [6][7]. Group 3: Advanced Techniques in Comfyui - Comfyui allows for more complex workflows without the hassle of plugin installations, providing a streamlined experience for users [14][16]. - Users can upload images, input prompt words, and adjust output ratios in the workflow [16][18]. Group 4: Multi-Image Fusion Capabilities - FLUX Kontext supports the fusion of multiple images, allowing for creative combinations such as placing products in specific environments [21][22]. - Users are advised to describe the content of the images in prompt words rather than using directional terms [22][24]. Group 5: Image Resolution and Enhancement - The generated images may have lower resolutions, prompting users to utilize additional workflows for image enlargement [31][32]. - Integration of trained models can enhance image quality, improving details such as skin texture and color consistency [32][33].

Core Viewpoint - The article discusses the considerations for choosing between local and cloud-based AI models, emphasizing the importance of computational requirements and privacy needs when selecting hardware for AI applications [5][6][17]. Group 1: AI Model Deployment - Local deployment of AI models is suitable for applications requiring high computational power and privacy, particularly when handling sensitive data [16][17]. - The article outlines the parameters of AI models, indicating that a model with 1 billion parameters requires approximately 4GB of memory for full precision, while half-precision models can reduce this requirement significantly [11][14]. - For local deployment, models with fewer than 14 billion parameters are generally manageable, while larger models may necessitate high-end GPUs like the RTX 4090 or 5090 [14][19]. Group 2: Hardware Recommendations - The article provides recommendations for laptops suitable for AI applications across different price ranges, highlighting models with specific GPU configurations [26][29][31]. - For a budget of around 5000 yuan, the Mechrevo Aurora X with a 5060 GPU is suggested as a high-value option [26]. - In the 6000 yuan range, the HP Shadow Elf 11 with a 5060 GPU is recommended, while the 7000 yuan range includes upgraded versions of the same model [29][31]. Group 3: Privacy and Security - Local deployment is emphasized as a necessity for applications involving sensitive data, such as business secrets or medical information, to prevent data leaks [17][18]. - The article argues that using local models ensures that all computations are performed on the user's hardware, eliminating the risk of data exposure to third-party services [16][17].

要闻提示 NEWS REMIND 1. 新存1000万，为客户子女提供名企实习机会？含中金资本、字节跳动等！各方回应 2 . 深蓝汽车向48万老车主投降价广告惹争议，CEO道歉：是我提的要求，我的错 3.卢伟冰谈小米SU7：发布这么久没对手 一个能打的都没有 4. 李书福：吉利反对一切无底线的商业行为，坚持不打价格战 5.魅族前高管力挺玄戒：任何攻击小米芯片没有自主技术的人，都不懂芯片 6. 长安汽车朱华荣：2024年阿维塔59%的用户来自BBA 7.Meta Llama创始团队被曝分崩离析：14名AI核心人才中11人投奔竞争对手 8.谷歌回应在AI搜索里塞广告：用户觉得有用 今日头条 HEADLINE NEWS 新存1000万，为客户子女提供名企实习机会？含中金资本、字节跳动等！各方回应 近日，兴业银行私人银行微信公众号发文表示，"2025菁英实习计划"正式启幕，为高净值客户子女量身 打造实践机会。实习计划宣传图片显示，可以为客户子女提供实习机会，不乏摩根大通、中金资本、谷 歌、微软、字节跳动等知名企业。不过，参加该实习计划的客户需要满足相关条件：非兴业银行私行客户 需新增行外资金1000万元以上；兴业银行 ...

ComfyUI是一款AI绘图工具，专为图像生成任务设计，通过将深度学习模型的工作流程简化为图形化节 点，使用户操作更加直观和易于理解。近期，北京市网络与信息安全信息通报中心发现，ComfyUI存在 任意文件读取、远程代码执行等多个历史高危漏洞(CVE-2024-10099、CVE-2024-21574、CVE-2024- 21575、CVE-2024-21576、CVE-2024-21577)，攻击者可利用上述漏洞实施远程代码执行攻击，获取服 务器权限，进而窃取系统数据。目前已有境外黑客组织利用ComfyUI漏洞对我网络资产实施网络攻击， 伺机窃取重要敏感数据。(国家网络安全通报中心) ...

1. ComfyUI新增原生API节点功能，支持10个以上模型系列和62个新节点，可直接调用 Veo2、Flux Ultra等付费模型； 2. 完成品牌视觉更新，新Logo采用连接方块元素设计，融入90年代动漫与Y2K风格，配色方 案全面升级； 生成式AI 一、 谷歌Gemini 2.5 Pro（I/O版）AI编程屠榜，碾压Claude？ 1. Gemini 2.5 Pro登顶LMeana，首次在文本、视觉、WebDev Arena三大基准测试中全面 领先，编程性能超越Claude 3.7； 2. 新版本特别强化编程能力，可将图片、视频直接转化为交互式应用，VideoMME测试得分 84.8%； 3. 开发者可通过Google AI Studio和Vertex AI使用更新版本，已在Gemini App正式上线， 支持Canvas等功能。 https://mp.weixin.qq.com/s/9kUkpgIdL4J1VY8O29RHDg 二、 ComfyUI 可直接在工作流中调用主流图像和视频模型API 2. Kevin采用多轮训练方法，解决了上下文爆炸和奖励分配问题，在KernelBench数据集上平 均正 ...

此前已引入美团作为战略股东。 本文为IPO早知道原创 作者｜Stone Jin 微信公众号｜ipozaozhidao 据IPO早知道消息，硅基流动（SiliconFlow）已于2024年底完成亿元人民币Pre-A轮融资。本轮融 资由华创资本领投，普华资本跟投，老股东耀途资本继续超额跟投，华兴资本担任独家财务顾问。本 轮融资之前，硅基流动已引入美团作为战略股东。 成立于2023年8月的硅基流动致力于打造大模型时代的AI基础设施（AI Infra）平台，通过算法、系 统与硬件的协同创新，跨数量级降低AI应用的开发和使用门槛，加速AGI普惠人类。 近 期 ， 硅 基 流 动 的 大 模 型 云 服 务 平 台 SiliconCloud 首 发 上 线 基 于 华 为 云 昇 腾 云 的 满 血 版 DeepSeek-R1 & V3，率先走通在国产芯片部署 DeepSeek 模型的路径，大幅提升了基于国产芯 片的大模型推理速度及实际算力利用率，显著降低模型推理时间与成本，获得持平全球高端 GPU 部 署模型的效果。 | SILICONFLOW | 19 模型广场 | | | | | | | | | --- | --- ...