Core Viewpoint - The article discusses the innovative approach of Mindverse in creating AI identity models that reflect users' preferences, values, and memories, aiming to enhance user interaction with AI and digital platforms [6][7][8]. Group 1: AI Identity Models - Mindverse is developing a third type of AI assistant, termed "identity model," which aims to replicate a user's "second self" by fine-tuning a base language model with user-specific data [6][8]. - The identity model is designed to understand and represent users in various applications, allowing for more personalized interactions with AI [7][8]. - The company believes that having an identity model can significantly improve efficiency in online interactions, as it can autonomously initiate tasks and manage communications [8][11]. Group 2: User Engagement and Product Development - The app Me.bot, launched in May 2022, has attracted nearly one million users and is designed to help users develop their AI identity models through daily interactions [8][11]. - Mindverse has initiated an open-source project called Second Me, which has gained significant traction on GitHub, indicating strong community interest in the identity model training methods [8][33]. - The company emphasizes the importance of user engagement by integrating the AI into daily life, encouraging users to record their experiences and thoughts [20][21]. Group 3: Technological Insights - The approach to training identity models is inspired by human cognitive processes, where the model learns to index and connect relevant information rather than storing fragmented knowledge [7][22]. - Mindverse's identity models are trained daily to keep up with users' evolving experiences and self-perceptions, mirroring how human memory works [29][30]. - The cost of training an identity model is relatively low, with estimates around one dollar per training session for a model with 7 billion parameters [30]. Group 4: Market Potential and Future Directions - The identity model can potentially replace traditional user interactions with digital platforms, allowing for more seamless and efficient communication [31][37]. - Mindverse is exploring monetization strategies, including charging users for identity services and collaborating with platforms to understand user preferences [36][37]. - The company anticipates that as AI technology matures, the integration of identity models into existing digital ecosystems will become more prevalent, enhancing user experience [32][36].