DeepHub IMBA

Jul 23, 2026 · Artificial Intelligence

DecentMem Dual-Pool Memory Halves Token Use and Boosts Collaboration

DecentMem replaces the shared memory of large‑language‑model multi‑agent systems with a decentralized dual‑pool design—an exploitation pool for proven strategies and an exploration pool for novel ideas—driven by an online router, achieving up to 49% token savings, 23.8% accuracy gains and faster self‑evolution.