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

arXiv:2609.27332v1 Announce Type: new Abstract: Long horizon agents accumulate growing interaction histories that increase context and inference costs. We find that geometric redundancy alone is an insufficient criterion for safe compression. Although agent hi