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Provenance: ai governance

  • Date: 2026-04-11
  • Rounds: 1
  • Sources consulted: 61 unique source URLs across research files
  • Sources accepted: 31 sources cited in the final brief
  • Sources rejected: 30 sources not cited in the final brief after synthesis and pruning; no cited URLs were left in the final brief after verifier checks if they could not be resolved
  • Verification: PASS WITH NOTES — initial review found MAJOR issues around calibration of single-study evidence and one ISO citation gap; these were fixed, and a follow-up verification pass found no FATAL or MAJOR issues
  • Plan: outputs/.plans/ai-governance.md
  • Research files:
  • outputs/ai-governance-research-literature.md
  • outputs/ai-governance-research-regulation.md
  • outputs/ai-governance-research-practice.md
  • outputs/ai-governance-research-gaps.md
  • Draft: outputs/.drafts/ai-governance-draft.md
  • Cited brief: outputs/ai-governance-brief.md
  • Verification report: outputs/ai-governance-verification.md
  • Chart artifact: outputs/ai-governance-observability.png