{
  "schema_version": "0.1.0",
  "id": "BH-RL-2026-0005",
  "slug": "semantic-governance",
  "title": "Semantic Governance for Agentic Systems",
  "canonical_url": "https://www.blue-hand.org/research/semantic-governance/",
  "abstract": "A Bluehand research artifact defining semantic governance for agentic systems: governance must be executable, semantic operations are ethical acts, and auditability requires visible lineage.",
  "problem": "AI systems summarize, retrieve, embed, cluster, redact, rewrite, and act in ways that can alter meaning and authority without making those transformations visible.",
  "purpose": "Explain Bluehand’s position that meaning-altering operations in AI systems require governance, not just output moderation.",
  "takeaway": "Bluehand’s governance work is about operational semantics, not compliance theater.",
  "authority_class": "canonical_public",
  "do_not_infer": [
    "Do not infer certification, compliance approval, or formal regulatory status from this artifact alone."
  ],
  "citation_text": "Semantic Governance for Agentic Systems (BH-RL-2026-0005). Bluehand Research. https://www.blue-hand.org/research/semantic-governance/",
  "related_objects": [
    "compression-is-not-evidence",
    "governed-agent-execution",
    "lineage-aware-memory",
    "deterministic-replay",
    "semantic-reliability"
  ],
  "source_hash": "13761c7dc9841b78488bae3c7b93f7b1c34297781d9325e9c7341716e1c6487a",
  "last_compiled_at": "2026-06-13T02:43:49.022Z",
  "source_commit": "0c0acb75cdda8855f181a7f77c49cb3b6036d732",
  "governed_by": "/schemas/research-object.schema.json"
}