AI memory mechanisms AI's "Second Half": Why Memory is Crucial for Real-World Foundation Agents Explore the paradigm shift in AI from benchmarks to real-world utility. Learn how advanced memory mechanisms are empowering foundation agents to tackle complex, dynamic environments.