Memory Beyond Recall: A Dual-Process Cognitive Memory System for Self-Evolving LLM Agents

1. 1Build a cognitive capability hierarchy for agent memory
2. 2Configure a dual-process memory system for LLM agents
3. 3Apply belief revision and causal coupling to improve memory recall
4. 4Test the system for cross-domain abstraction and personalization
5. 5Run experiments to evaluate the performance of the proposed system

AI engineers and researchers on a team can benefit from this knowledge to develop more sophisticated LLM agents, while product managers can use it to inform product development and improve user experience

💡 A dual-process cognitive memory system can improve long-term memory and personalization capabilities for self-evolving LLM agents

💡 Improve LLM agent memory with a dual-process cognitive system! #LLMs #AI