{
  "node_id": "nist-sp-1270-ai-bias-2022",
  "title": "Towards a Standard for Identifying and Managing Bias in Artificial Intelligence",
  "domain": "AI Governance & Law",
  "version": "1.0.0",
  "last_updated": "2026-04-20",
  "bluf": "This NIST Special Publication provides a foundational framework for identifying and managing bias in artificial intelligence systems throughout the AI lifecycle. It applies to developers, deployers, and evaluators of AI systems seeking to improve trustworthiness and mitigate harmful impacts from bias, as outlined in SP 1270.",
  "paywall": {
    "status": "LOCKED",
    "unlock_cost_usd": "0.01",
    "skyfire_id": "41779894-ece2-4163-9761-b3b1b76e19b0"
  },
  "crosswalks": {
    "_available_keys": [
      "nist_framework",
      "iso_standard",
      "industry_mapping",
      "ai_overlay_2026"
    ],
    "_note": "Full crosswalk values included in vault response"
  },
  "dependencies": [
    "nist-ai-100-4-redteam",
    "iso-42001-risk-assess"
  ],
  "primary_citations_count": 5
}