{
  "schema_version": "1.0",
  "updated_at": "2026-10-23",
  "editorial_scope": "Evergreen explanatory topic page / evidence and linked news",
  "topic": "AI & Energy",
  "canonical_url": "https://cortist.com/ai-and-energy/",
  "source_list": [
    {
      "title": "LBNL: United States Data Center Energy Usage Report 2025",
      "evidence_type": "Federal research / Jun 2026",
      "url": "https://bies.lbl.gov/publications/united-states-data-center-energy-2025"
    },
    {
      "title": "IEA: Powering Artificial Intelligence",
      "evidence_type": "Policy research / Oct 2026",
      "url": "https://www.iea.org/reports/powering-artificial-intelligence"
    },
    {
      "title": "IEA: Key Questions on Energy and AI",
      "evidence_type": "Global demand research / 2026",
      "url": "https://www.iea.org/reports/key-questions-on-energy-and-ai"
    },
    {
      "title": "US EIA: Electricity statistics",
      "evidence_type": "Official US energy data",
      "url": "https://www.eia.gov/electricity/"
    }
  ],
  "linked_cortist_news": [
    {
      "slug": "iea-data-centre-grid-policies-2026",
      "relationship": "POLICY / INTERNATIONAL REGULATORY INVENTORY",
      "warning": "A policy count is not observed energy demand or proof of bill impacts."
    }
  ],
  "primary_research_updates": [
    {
      "date": "October 14, 2026",
      "summary": "The IEA published an international policy survey on integrating AI-related data-center investment into grids, emphasizing electricity affordability, sustainability and energy security.",
      "url": "https://www.iea.org/reports/powering-artificial-intelligence",
      "source_type": "IEA policy report"
    },
    {
      "date": "June 18, 2026",
      "summary": "LBNL published an updated US data-center energy scenario with an 11.8% reference share in 2030 and modeled alternatives ranging from 9.5% to 15.3%.",
      "url": "https://bies.lbl.gov/publications/united-states-data-center-energy-2025",
      "source_type": "LBNL technical report"
    }
  ],
  "forecast_candidate": "/forecast/us-data-center-electricity-2030/",
  "working_probability_is_independently_approved": false,
  "news_update_policy": "Manual editorial curation on publication. Do not automatically claim topical news when only external research updates exist."
}