![[R] Sophia: A Framework for Persistent LLM Agents with Narrative Identity and Self-Driven Task Management](https://www.tweakedgeek.com/wp-content/uploads/2025/12/featured-article-6507-300x171.png)
Sophia introduces a novel framework for AI agents by incorporating a "System 3" layer to address the limitations of current System 1 and System 2 architectures, which often result in agents that are reactive and lack memory. This new layer allows agents to maintain a continuous autobiographical record, ensuring a consistent narrative identity over time. By transforming repetitive tasks into self-driven processes, Sophia reduces the need for deliberation by approximately 80%, enhancing efficiency. The framework also employs a hybrid reward system to promote autonomous behavior, enabling agents to function more like long-lived entities rather than just responding to human prompts. This matters because it advances the development of AI agents that can operate independently and maintain a coherent identity over extended periods.
