AI RESEARCH
AMP: A Vendor-Neutral Wire Format for Agent Memory Operations
arXiv CS.AI
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ArXi:2606.01138v1 Announce Type: cross Agent-memory frameworks - mem0, Letta/MemGPT, Cognee, Zep/Graphiti, MemoryOS, MemTensor - each ship their own SDK, storage layout, and operational vocabulary. There is no shared wire format: every integration is bespoke, every migration rebuilds memory from scratch, and no framework ships a governance surface that lets a human review writes before they enter long-term storage.