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Agents2026-06-13 · source-backed
HORMA (arXiv 2606.11680) splits working memory into structured construction plus navigation-based retrieval over a hierarchical experience store, so the agent organizes experience and then navigates to the relevant slice instead of dumping raw history into context. Infini Memory structures long-term memory as topic documents, where each topic is a semantic unit that collects evidence and revises facts over time, staying human-readable and editable. That editability is the selling point for me. If I can't open my agent's memory and see why it believes something, I can't debug it. Both land in a visible June cluster on durable multi-session agents.
Each link below shares sources, entities, or timing with this story.
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (agent, append-only, memory); pushes against this story (contradicts).
Reported by the same outlet (arxiv.org); overlapping topics (agent, context, memory); pushes against this story (but).
Reported by the same outlet (arxiv.org); overlapping topics (agent, cluster, context); pushes against this story (versus).
Reported by the same outlet (arxiv.org); overlapping topics (agent, context, memory); pushes against this story (versus).
Same source domain / Shared topic
Reported by the same outlet (arxiv.org); overlapping topics (agent, away, context, document).
Same source domain / Shared topic / Tension
Reported by the same outlet (arxiv.org); overlapping topics (agent, context); pushes against this story (but).
Reported by the same outlet (arxiv.org); overlapping topics (agent, memory); pushes against this story (against).
Reported by the same outlet (arxiv.org); overlapping topics (agent, memory); pushes against this story (against).