<ul data-eligibleForWebStory="true">Anthropic and Cognition explore memory management in AI agent design for reliability and capability.Both highlight crucial role of memory in agent performance, with Anthropic focusing on multi-agent systems.Insights include agent overthinking, system coordination trade-offs, and memory compression for distributed management.They stress the importance of robust memory architecture for next-gen intelligent agents, emphasizing 'Memory Augmented AI agents.'Recommendations on building sophisticated memory systems and understanding agents' behavior patterns.