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 ...

Core Viewpoint - The article discusses the innovative application Macaron, which combines emotional design with AI capabilities to create personalized applications and enhance user experience [1][26]. Group 1: Application Features - Macaron serves as a personal AI agent that can remember user preferences and habits without requiring separate input [4][19]. - The application allows users to create mobile apps tailored to their daily needs, similar to the relationship between WeChat and mini-programs [4][15]. - Users can easily generate applications by simply stating their requirements, and the AI will assist in the creation process [16][23]. Group 2: Emotional Design and User Interaction - The AI in Macaron exhibits rich emotional responses, encouraging and affirming users based on their preferences [6][27]. - The design includes engaging animations and a consistent visual style that enhances user interaction [6][11]. - The application creates a sense of achievement by allowing users to see their personalized Macaron avatar associated with their created apps [11][28]. Group 3: Community and Economic System - Macaron features a community-driven application store where users can share and discover various applications created by others [9][13]. - The in-app economy uses "almonds" as a currency for creating, modifying, and acquiring applications, promoting user engagement and interaction [11][13]. - Users can earn almonds through community participation, such as inviting others or providing feedback [11][13]. Group 4: Market Positioning and User Needs - Macaron addresses a gap in the market by focusing on mobile applications that cater to personal interests and daily life needs, which are often overlooked by traditional desktop applications [15][26]. - The application emphasizes the importance of emotional connections and personal storytelling in the use of technology, transforming users from mere consumers to creators of their own experiences [28][29].