Stable Geometry with Divergent Task Evidence for Efficient Long-Horizon Agent Compression

Mingxuan Wang, Fei Luo, Bo Wang +6

Long horizon agents accumulate growing interaction histories that increase context and inference costs. We find that geometric redundancy alone is an insufficient criterion for saf…