嘉宾：陈锴杰 访谈：Cage 编辑：Haozhen 随着 ChatGPT 加入 memory 功能，ChatGPT 的用户粘性进一步增强。在此基础上，Agent 的开发也进入了更加成熟的阶段： 过去大家主要依赖 prompting，只能构建基础的 Agent，如今通过 RL 和 memory 开发者可以开发出 Agentic 能力明显更强的 Agent。 这意味着 AI 的角色正在发生有趣的转变：AI 不再是仅仅帮你写代码、做 PPT 的助手，更有潜力成为一个真正懂你的生活伙伴，可以更加个性化 地完成日常任务。 为了更好了解这一趋势，我们访谈了 Macaron 创始人陈锴杰，锴杰分享了将 Memory 当作一种智能能力进行训练的经验，也强调了 RL 在 Agent 开发中的重要性。 Macaron 的产品最近引发了很多争议和讨论，锴杰坦言，如果满分是 100 分，自己只会给产品打 7-8 分，产品还有很大的提升空间， 他 期待未来 的 Agent 能成为用户专属的多啦 A 梦，既是有趣的伙伴，又能随时创造实用工具： • Multi-agent 系统可以将 Memory Agent 和 Coding agent ...

Personal Agent更偏向于私人的个性化需求，通过对用户的深入了解而赋能于个人。这似乎是最近很受关注的话题，之前Meta的CEO扎克伯格提到过个人超 级智能（Personal Superintelligence），ChatGPT的产品负责人Nick Turley也说GPT目标是构建一个"懂你、能行动、建立关系"的东西（具体他们是怎么定义 的不知道，之前说的是超级助手，后来又觉得助手这个词太局限了）。反正最终目标都可以总结为通过对个人的全方位记录而成为用户最亲密的智能伙伴或 助理。 以下文章来源于未来人类实验室 ，作者马渝囝、巴芮 未来人类实验室 . 即刻上场，与未来交手。36氪旗下账号。 能力不够，态度来凑。 文 ｜ 马渝囝 巴芮 编辑 ｜ 巴芮 来源｜ 未来 人类实验室（ID： LabforAI ） 封面来源 ｜ AI生成 最近新上了一个Agent，叫马卡龙（Macaron），有点小火。概念也新，被定义为Personal Agent，还是全球首款。它在官方宣传的时候就说自己 要向所有 Productivity Agents宣战 ，"它们提供便利，但让你精疲力竭。马卡龙带您重生，不为输出而生，而为你而 ...

Core Viewpoint - The article discusses the launch of "Macaron," described as the world's first Personal Agent, which aims to create customized mini-apps for users to enhance their daily lives through personalized interactions and data collection [5][6][10]. Group 1: Product Overview - Macaron allows users to generate tailored applications for various life aspects, such as fitness tracking and travel planning, evolving into a personal companion through continuous interaction [5][6]. - The product gained significant attention upon its launch, topping the Product Hunt daily rankings and accumulating over 6,000 users within two days [6][10]. - The concept of a Personal Agent aligns with Meta's vision of creating a Personal SuperIntelligence, indicating a competitive landscape in the AI personal assistant market [5][38]. Group 2: Market Context and Competition - The founder, Chen Kaijie, shifted focus from his previous project, Midreal, to Macaron due to declining interest in AI chat applications and a perceived need for more practical, real-world assistance [12][14]. - The competitive landscape is intensifying, with major players like Meta and OpenAI also pursuing similar personal assistant technologies, which could drive up valuations and competition [38][42]. - Chen believes that speed and recognition will be key advantages for Macaron in a rapidly evolving market, emphasizing the importance of early positioning and user acquisition [42][44]. Group 3: Development and Team Dynamics - The development process involved significant technical challenges, particularly in creating a robust memory system and user interface that balances functionality with user engagement [31][34]. - The team consists of 15 highly skilled individuals, emphasizing a culture of high performance and low tolerance for inefficiency, which is crucial for the startup's agility [49][56]. - The company operates remotely, with team members spread across various locations, meeting regularly to ensure alignment and productivity [51][53]. Group 4: Future Outlook - The article suggests that the trend towards personalized AI agents will continue to grow, with Macaron positioned to capitalize on this shift by integrating various small applications into a cohesive user experience [46][47]. - Chen expresses concerns about the long-term implications of AI on society, particularly regarding the potential for increased inequality and dependency on AI for personal fulfillment [68][70].