Stateful Memory Compaction for Mitigating Context Rot in Long-Horizon Agents
Paper • Feb 21, 2026 • arXiv • Zhixuan Fang, Yisong Yue, Anima Anandkumar
Long-horizon autonomous agents suffer from 'context rot,' a phenomenon where the accumulation of irrelevant interaction history severely degrades the model's reasoning capabilities over time. We pr...