Beyond Write-Only Memory: A Verified Knowledge Consolidation Pipeline for Multi-Agent Systems
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We present a knowledge consolidation pipeline implementing the Experience Compression Spectrum with OAAV verification. Four stages: automatic event recording, weekly consolidation, cross-expert verification, and compression ratio tracking. Deployed in an 8-expert system with 1,708 memories, the pipeline consolidated 12 academic papers into 3 core insights (4x compression).
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Zenodo创建时间：
2026-07-15
