Deng, W. and Song, X. 2026. Remembering Beyond the Context Window: The Capacity, Consistency, and Control Gaps in Long-Term Memory for LLM Agents. International Journal of Advanced AI Applications. 2, 9 (Sep. 2026), 24–41.