DataFunSummit

May 4, 2026 · Artificial Intelligence

Best Practices for Persistent, Reliable AI Agent Memory: Insights from the ‘Memory in the Age of AI Agents’ Paper

The article analyzes the 2025 "Memory in the Age of AI Agents" paper, presenting its three‑dimensional classification of AI memory (Forms, Functions, Dynamics), comparing token‑level, parameter‑level and latent‑space approaches, evaluating major frameworks such as Mem0, Letta, Zep, ReMem, and offering concrete guidance on design, forgetting mechanisms, retrieval strategies, and future research directions.