NODES AI 2026 - The AI Agent Memory Landscape

This talk features William Lyon at NODES AI discussing "The AI Agent Memory Landscape." The session highlights how AI agents are transitioning from stateless chatbots to advanced, context-aware systems where memory plays a pivotal role in distinguishing between demonstrations and production-ready applications. The speaker examines various cognitive architecture frameworks, including episodic, semantic, and procedural memory, and reviews the competitive landscape of memory solutions while providing insights into real-world implementation patterns using frameworks such as LangGraph, CrewAI, and Pydantic AI. Attendees will gain a comprehensive understanding of the memory stack and practical strategies for creating AI agents that effectively learn and adapt.