Retrieval as Traversal: Value-Indexed Memory for Stateful Long-Context Agents.

arXiv:2610.40545v1 Announce Type: new Abstract: Long-context models repeatedly solve closely related retrieval problems. Attention or global retrieval can retain large stores, but each forward pass again searches for what matters. Recurrent compression avoids