MELD: A Protocol for Merging Knowledge Across Distributed Agentic Memories
Autonomous agents share a transport and can call each other's tools, but they cannot share what they know: no protocol lets two agents' memories reconcile a fact phrased two ways, link related facts held apart, or reconcile contradictory knowledge without silently discarding either claim. We present MELD, a self-managing coherence mechanism for a federation of agent memories whose run-time model is the knowledge graph itself. Each brain admits every incoming claim through a five-outcome procedure (insert, merge, relate, conflict, or reject), decided from three signals (scoped claim-key identity, embedding similarity, and a natural-language-inference verdict) under context and freshness ga...
| Authors | Lauri Lovén, Jaakko Sauvola, Jukka Riekki et al. |
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| Primary category | cs.DC |
| Published | 17 August 2026 |
| Last updated at source | 17 August 2026 |
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