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CONCORD is an asynchronous sparse aggregation framework for retrieval-augmented generation (RAG) under document isolation in device-cloud setups. It improves throughput and reduces communication by orders of magnitude by treating the cloud as an asynchronously arriving evidence source rather than a continuously synchronized co-generator.