Multi-Agent Transactive Memory: Specialized Repositories Instead of One Shared Store

arXiv·low signal

Multi-Agent Transactive Memory (arXiv 2606.19911, June 18) explores distributed memory where each agent keeps a specialized repository and the system learns 'who knows what' rather than reading from a single global store. For builders of multi-agent systems with a memory layer, it's a concrete alternative to one shared memory DB — specialization can cut context bloat and improve retrieval relevance. Directly applicable to pipelines that currently centralize all agent memory.