EvoGroup Advances Collaborative Agent Memory
A new research framework called EvoGroup (EvoG) enables agent memory systems to self-evolve based on multi-user interactions. By moving beyond static, manually designed harnesses, the system achieves 89.58% pass@1 on EverMemBench, outperforming existing benchmarks like Claude Code.