AGENTIC MEMORY · SYSTEM 1 / SYSTEM 2 The Memory Layer for AI Agents Just Got 6.6x Faster Inside Jev-Mem, the System-One-controlled memory architecture out of UT Dallas: more accurate AND faster. +11.0% Answer accuracy on LoCoMo 0.777 vs 0.700 for MAGMA 6.6x Faster memory construction 158s vs 1,044s for Nemori -36.7% Query latency 0.93s vs 1.47s per query flowtivity.ai Research brief · Sep 2026