Challenges and Opportunities

• Memory Scalability: Managing the size and complexity of the memory stream to ensure efficient retrieval.

• Abstract Reasoning: Enhancing the agent’s ability to derive meaningful insights from raw data.

• Reflection Quality: Improving the agent’s capacity to generate actionable and accurate reflections that influence future behavior.