{
  "schema": "vedokrok.public-item.v1",
  "release_id": "MHC-RPUB-20260920-75ad787a",
  "url": "/knowledge/keep-raw-evidence-behind-ai-memory-summaries",
  "id": "MHC-D-RESEARCH-0706",
  "version": "0.1.0",
  "title": "Keep raw evidence behind AI memory summaries",
  "summary": "A summary should be a door to the evidence, not the place where the evidence disappears.",
  "kind": "protocol",
  "body": "Store the compact synthesis together with pointers to the exact source material it came from. When stakes rise, disagreement appears or the summary is reused in a new context, climb back to the source before treating the summary as authoritative. Preserve enough identity—URL, file, message, version or excerpt locator—to make that possible.",
  "limits": [
    "Traceability does not prove the source is correct; evidence quality still needs separate judgment."
  ],
  "topics": [
    "union-ai-context-memory-skills"
  ],
  "intents": [],
  "source_ids": [
    "RS-7C5CF0B2A0183CD4"
  ],
  "evidence": [
    {
      "claim": "The research-memory workflow preserves source references and lets users move from compact summaries back to raw evidence.",
      "source_id": "RS-7C5CF0B2A0183CD4",
      "role": "supports",
      "note": "Source preservation improves auditability but does not make a summary or source correct.",
      "locator": "Preserve sources; read progressively from summaries to raw evidence"
    }
  ],
  "use_when": [
    "AI summarizes research, meetings or project history into reusable memory."
  ],
  "avoid_when": [
    "Traceability does not prove the source is correct; evidence quality still needs separate judgment."
  ],
  "example": "A research note says a benchmark improved under a new harness and links the exact engineering report and section instead of leaving only the synthesized claim.",
  "check": "A reviewer can move from the memory item to the evidence that produced it.",
  "steps": [
    "Write the compact memory item.",
    "Attach the source or artifact identity.",
    "Preserve a locator when the source is large.",
    "Re-open the source for consequential reuse or disagreement."
  ],
  "sources": [
    {
      "id": "RS-7C5CF0B2A0183CD4",
      "title": "Turn 10,994 Notes Into Your Agents' Memory",
      "url": "https://ai.engineer/talks/ZRM_TfEZcIo-turn-10-994-notes-into-your-agents"
    }
  ],
  "relations": [
    {
      "from": "MHC-D-RESEARCH-0706",
      "to": "MHC-D-RESEARCH-0424",
      "type": "useful_with",
      "url": "/knowledge/trace-the-claim-to-an-accountable-origin-before-counting-citations"
    }
  ],
  "collections": [
    {
      "id": "RC-74B3DD1F3F9BDCB4",
      "title": "Give AI the right context, memory and reusable skills",
      "url": "/collections/give-ai-the-right-context-memory-and-reusable-skills"
    }
  ]
}