Jev-Mem: System-One-Controlled Agentic Memory for Efficient AI Agents Paper • 2609.23986 • Published Sep 21 • 25
DarkForest: Less Talk, Higher Accuracy for Multi-Agent LLMs Paper • 2605.25188 • Published May 24 • 15
LEAD: Length-Efficient Adaptive and Dynamic Reasoning for Large Language Models Paper • 2605.09806 • Published May 10 • 6
HAGE: Harnessing Agentic Memory via RL-Driven Weighted Graph Evolution Paper • 2605.09942 • Published May 11 • 15