{
  "schema_version": "newruntime-agent-readable-v0.1",
  "type": "raw_signal",
  "id": "tg-2695",
  "slug": "retrieval-does-not-create-company-memory",
  "title": "Retrieval and long context do not create company memory",
  "description": "Finding a relevant fragment does not establish whether it is current, authorized, trustworthy, or applicable to the present task.",
  "observed_at": "2026-07-15",
  "why_it_matters": "Organizational memory needs provenance, scope, temporal validity, permissions, and an explicit connection to changed action, not only better search.",
  "novelty": "structural",
  "verification_level": "source-inspected",
  "signal_type": "field-report",
  "evidence_kind": "mixed",
  "status": "published",
  "telegram_message_id": 2695,
  "telegram_url": "https://t.me/qwgai/2695",
  "topics": [
    "company-memory",
    "retrieval",
    "context-engineering"
  ],
  "entities": [
    "RAG",
    "long-context models"
  ],
  "related_patterns": [],
  "source_urls": [
    "https://arxiv.org/abs/2410.10813",
    "https://aclanthology.org/2024.acl-long.747"
  ],
  "import_batch": "telegram-2026-07-17-v1",
  "routes": {
    "html": "https://newruntime.com/signals/retrieval-does-not-create-company-memory/",
    "markdown": "https://newruntime.com/signals/retrieval-does-not-create-company-memory.md",
    "json": "https://newruntime.com/signals/retrieval-does-not-create-company-memory.json"
  },
  "source_format": "telegram-export-normalized-json"
}