{
  "schema_version": "0.1.0",
  "id": "BH-RL-2026-0003",
  "slug": "lineage-aware-memory",
  "title": "Lineage-Aware Memory Infrastructure for AI Systems",
  "canonical_url": "https://www.blue-hand.org/research/lineage-aware-memory/",
  "abstract": "A Bluehand research artifact establishing lineage-aware memory as an infrastructure problem: retrieval is not evidence, compression is not truth, and semantic memory requires auditable transformation context.",
  "problem": "AI systems retrieve, summarize, and reuse context without exposing what was preserved, lost, inferred, or merely similar.",
  "purpose": "Orient readers to Bluehand’s memory thesis: durable AI usefulness depends on semantic continuity with visible transformation boundaries.",
  "takeaway": "Bluehand treats memory as infrastructure for meaning, not just a vector database feature.",
  "authority_class": "canonical_public",
  "do_not_infer": [
    "Do not infer that retrieval hits, summaries, or embeddings are themselves proof."
  ],
  "citation_text": "Lineage-Aware Memory Infrastructure for AI Systems (BH-RL-2026-0003). Bluehand Research. https://www.blue-hand.org/research/lineage-aware-memory/",
  "related_objects": [
    "compression-is-not-evidence",
    "deterministic-replay",
    "semantic-governance",
    "personalized-generalized-interface"
  ],
  "source_hash": "0897e3acffae8d611c8a563812d0d19a66e392a115c5be433ea81ccb72c66cf0",
  "last_compiled_at": "2026-06-13T02:43:49.022Z",
  "source_commit": "0c0acb75cdda8855f181a7f77c49cb3b6036d732",
  "governed_by": "/schemas/research-object.schema.json"
}