{
  "schemaVersion": "1.0.0",
  "identity": {
    "dossierId": "DOS-RE-1",
    "translationKey": "rede-eletrica-freio-crescimento",
    "title": "Electric grid as a growth constraint — mechanisms, queues, and investment",
    "type": "Overview",
    "locale": "en",
    "sourceLocale": "pt-br",
    "localizationStatus": "translated",
    "slug": "electric-grid-growth-constraint",
    "intent": "explain",
    "audience": "Infrastructure and energy managers and decision-makers, as well as technical readers interested in electric grids, connection queues, and transmission/distribution investment.",
    "scope": "A map of four mechanisms — grid physics; queue, study, and reinforcement; who pays and decides; and the jurisdictional map of Brazil, the United States, and Europe — plus the global IEA/World Bank connective framework (investment, lead times, demand, and utility finances); honest KPIs with explicit vintage and scope.",
    "exclusions": [
      "Detailed explanation of the grid's physical layers and units remains in the specialized Dossier 'How an electric grid works'.",
      "The connection-queue and reinforcement process, and completion/COD metrics, remain in the specialized Dossier 'Capacity, interconnection queues, and reinforcement'.",
      "Cost-allocation methods, institutional roles, and concession-award calendars remain in the specialized Dossier 'Who pays and who decides in grid expansion'.",
      "Structural detail and bottlenecks by jurisdiction (Brazil, United States, Europe) remain in the three specialized Dossiers dedicated to each local map."
    ],
    "thesis": "The electric grid as a growth constraint is better described as four chained mechanisms — physics, queue/process, who pays and decides, and jurisdictional map — than by a single global delay figure; it is an operational map tested against available evidence, not an invented average of GW across Brazil, the United States, and Europe."
  },
  "relations": {
    "specializedDossiers": [
      {
        "dossierId": "DOS-RE-2",
        "title": "Electric grid — how an electric grid works",
        "slug": "rede-eletrica-como-funciona"
      },
      {
        "dossierId": "DOS-RE-3",
        "title": "Electric grid — capacity, interconnection queues, and reinforcement",
        "slug": "rede-eletrica-capacidade-fila"
      },
      {
        "dossierId": "DOS-RE-4",
        "title": "Electric grid — who pays and who decides in grid expansion",
        "slug": "rede-eletrica-quem-paga"
      },
      {
        "dossierId": "DOS-RE-5",
        "title": "Electric grid in Brazil — structure and bottlenecks",
        "slug": "rede-eletrica-brasil"
      },
      {
        "dossierId": "DOS-RE-6",
        "title": "Electric grid in the United States — structure and bottlenecks",
        "slug": "rede-eletrica-eua"
      },
      {
        "dossierId": "DOS-RE-7",
        "title": "Electric grid in Europe — structure and bottlenecks",
        "slug": "rede-eletrica-europa"
      }
    ]
  },
  "executiveSummary": [
    "The IEA describes insufficient grid capacity as a bottleneck to connecting generation, demand, and storage: connection queues are at record levels, but their scope differs by vintage — more than 2,500 GW of renewable, large-load, and storage projects stalled in queues in Electricity 2026 (indicative, 2025); and at least 3,000 GW of renewables alone in the 2023 assessment, covering only about half of global wind and solar capacity. The two figures must not be added or treated as an average.",
    "Grid investment (~USD 400 billion/year) still trails generation (~USD 1 trillion/year) and would need to nearly double by 2030 to keep pace with demand and climate goals; the mismatch is compounded by grid construction lead times of typically 5 to 15 years, versus 1 to 5 years for renewables and 1 to 3 years for data centres, and by weak finances among transmission and distribution utilities — fewer than 40% recover operating costs plus debt service in a sample of more than 180 utilities.",
    "Data-centre and AI demand accelerates global electricity consumption (TWh), but this is not equivalent to megawatts in an interconnection queue or an energization date (COD): a generation queue is a different process from a load queue, MW in a queue are not MW in operation, and Europe is neither one grid nor one queue — each jurisdictional map has its own mechanisms."
  ],
  "systemMap": "IEA / World Bank — global connective framework (investment, lead times, demand, utility finances)\n        ↓\nM1 — Physics: generation → transmission → distribution → load, balanced in real time (grid as constraint ≠ lack of generation)\n        ↓\nM2 — Queue / study / reinforcement: connection request → study → available margin or reinforcement; generation queue ≠ load queue; MW in queue ≠ COD\n        ↓\nM3 — Who pays / decides: cost allocation, institutional roles, and concession/award calendar as a dated legal fact\n        ↓\nM4 — Jurisdictional map: Brazil (SIN) · United States (FERC/ISO) · Europe (ENTSO-E/ACER) — each with its own mechanisms, without averaging GW across borders",
  "data": [
    {
      "id": "RE-OV-D01",
      "title": "IEA: insufficient grid capacity is a global bottleneck, with queues at record levels",
      "claim": "The IEA's Electricity 2026 report (Grids chapter) describes insufficient grid capacity as a bottleneck to connecting generation, demand, and storage, with interconnection queues at record levels and congestion delaying deployment; the indicative stock (2025) comprises more than 2,500 GW of renewable, large-load, and storage projects stalled in grid queues worldwide.",
      "types": [
        "fact",
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional survey of connection queues by country/region (Electricity 2026).",
      "period": "2025 (indicativo, relatório Electricity 2026)",
      "limitations": [
        "The scope includes renewables, large loads, and storage; it is not directly comparable with the IEA's 2023 stock, which covered renewables only."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-elec-2026-grids"
      ]
    },
    {
      "id": "RE-OV-D02",
      "title": "Grid investment still trails generation and would need to nearly double by 2030",
      "claim": "The IEA (Electricity 2026, Grids chapter) estimates current grid investment at about USD 400 billion per year and calculates that meeting demand through 2030 would require an increase of approximately 50%.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional estimate of sectoral grid investment (Electricity 2026).",
      "period": "2025-2026 (leitura Electricity 2026)",
      "limitations": [
        "The trajectory belongs to the Electricity 2026 report; it differs from the stagnant baseline of about USD 300 billion/year in the IEA's 2023 report."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-elec-2026-grids"
      ]
    },
    {
      "id": "RE-OV-D03",
      "title": "Grid construction lead times (5-15 years) are misaligned with generation and data-centre timelines",
      "claim": "The IEA (Electricity 2026, Grids chapter) estimates that new grid infrastructure typically takes 5 to 15 years to plan, permit, and complete, versus 1 to 5 years for renewable-energy projects, 1 to 3 years for data centres, and 1 to 2 years for electric-vehicle charging.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "Typical ranges estimated by the IEA (Electricity 2026).",
      "period": "Leitura 2026 (faixas típicas)",
      "limitations": [
        "Typical infrastructure timelines, not the schedule of any specific project or jurisdiction."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-elec-2026-grids"
      ]
    },
    {
      "id": "RE-OV-D04",
      "title": "WEI 2025: grid investment (~USD 400 billion) still trails generation (~USD 1 trillion)",
      "claim": "The IEA (World Energy Investment 2025, executive summary) estimates total power-sector investment at about USD 1.5 trillion in 2025, with about USD 400 billion per year in grids versus about USD 1 trillion in generation assets — describing grids as 'struggling to keep pace' with demand and renewables.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional estimate of sectoral investment (World Energy Investment 2025).",
      "period": "2025",
      "limitations": [],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-wei-2025"
      ]
    },
    {
      "id": "RE-OV-D05",
      "title": "WEI 2025: permitting, supply chains, and weak utility finances impede grid-generation parity",
      "claim": "The IEA (World Energy Investment 2025, executive summary) states that maintaining system security requires grid investment to move toward parity with generation investment, and identifies permitting, transformer and cable supply chains, and — especially in developing economies — weak utility finances as factors impeding that progress.",
      "types": [
        "fact"
      ],
      "status": "verified",
      "limitations": [],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-wei-2025"
      ]
    },
    {
      "id": "RE-OV-D06",
      "title": "Global electricity demand is growing at its fastest pace in a decade",
      "claim": "The IEA (Electricity Mid-Year Update 2025, executive summary) projects global electricity-demand growth of 3.3% in 2025 and 3.7% in 2026 — among the highest rates of the past decade, versus an average of 2.6% over 2015-2023 — growing at more than twice the rate of total energy demand, with industry, appliances/air conditioning, data centres, and electrification cited as drivers.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional projection (Electricity Mid-Year Update 2025).",
      "period": "2025-2026 (projeção)",
      "limitations": [],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-midyear-2025"
      ]
    },
    {
      "id": "RE-OV-D07",
      "title": "Demand growth in the United States exceeds Europe's, but both remain in the specialized Dossiers",
      "claim": "The IEA (Electricity Mid-Year Update 2025, executive summary) projects electricity-demand growth in the United States of 2.3% (2025) and 2.2% (2026), with data centres as a driver, versus a more modest pace in the European Union of 1.1% (2025) and 1.5% (2026).",
      "types": [
        "estimate",
        "comparison"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional projection by region (Electricity Mid-Year Update 2025).",
      "period": "2025-2026 (projeção)",
      "limitations": [
        "Energy-demand growth rates (TWh), not connection-queue stock in MW; jurisdictional detail remains in the specialized United States and Europe Dossiers."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-midyear-2025"
      ]
    },
    {
      "id": "RE-OV-D08",
      "title": "IEA 2023: the renewables queue totaled at least 3,000 GW, with partial data coverage",
      "claim": "The Electricity Grids and Secure Energy Transitions report (IEA, Oct. 2023) measured a connection-queue stock (2023 method, renewables only) of at least 3,000 GW awaiting connection, with 1,500 GW at an advanced stage; the IEA notes that queue data cover countries representing about half of global wind and solar capacity, so the actual backlog is likely larger. Its method and scope differ from the more than 2,500 GW (renewables + large loads + storage) in the Electricity 2026 report.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional survey by country, with declared partial coverage (2023 report).",
      "period": "2023",
      "limitations": [
        "Queue-data coverage is limited to countries representing about half of global wind and solar capacity.",
        "The method/scope (renewables only) must not be added to or averaged with the Electricity 2026 assessment (renewables + large loads + storage)."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-grids-full-2023"
      ]
    },
    {
      "id": "RE-OV-D09",
      "title": "IEA 2023: grid investment stagnant at ~USD 300 billion/year, needing to nearly double by 2030",
      "claim": "The Electricity Grids and Secure Energy Transitions report (IEA, Oct. 2023) recorded grid investment as stagnant at about USD 300 billion per year, while renewable investment had nearly doubled since 2010; to meet national climate goals, grid investment would need to nearly double by 2030 (to more than USD 600 billion per year), with a construction scale equivalent to adding or refurbishing about 80 million km of grid by 2040.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional estimate with a trajectory through 2030/2040 (2023 report).",
      "period": "2023 (trajetória até 2030/2040)",
      "limitations": [
        "The baseline and trajectory belong to the 2023 report; they differ from the grid-investment assessment of about USD 400 billion/year in the Electricity 2026 report."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-grids-full-2023"
      ]
    },
    {
      "id": "RE-OV-D10",
      "title": "World Bank/ESMAP: LCOT is an analytical transmission-cost benchmark, not a universal tariff",
      "claim": "The Understanding the Cost of Transmission Infrastructure report (World Bank/ESMAP) projects that global electricity demand will double by 2050, based on a set of 74 transmission projects financed by the World Bank Group between 2000 and 2024 (USD 21 billion); the report introduces the Levelized Cost of Transmission (LCOT) — cost in USD per kWh transported, integrating CAPEX, OPEX, discount rates, and energy flows — as an analytical benchmark for use when wheeling tariffs are absent or inconsistent, and as an input to cost-benefit analysis.",
      "types": [
        "fact",
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "Dataset of 74 transmission projects financed by the World Bank Group (2000-2024); the report's own methodology for the LCOT indicator.",
      "period": "Projetos 2000-2024; projeção de demanda até 2050",
      "limitations": [
        "LCOT is an analytical tool/benchmark, not a cost-allocation method or a regulatory tariff in force in any jurisdiction."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-wb-lcot"
      ]
    },
    {
      "id": "RE-OV-D11",
      "title": "World Bank: fewer than 40% of T&D utilities recover operating costs and debt service",
      "claim": "The Critical Link report (World Bank, 2024), based on the UPBEAT database (more than 180 utilities in more than 90 countries), found that fewer than 40% of the utilities analyzed recover enough revenue to cover annual operating costs plus debt service; the report links this under-recovery to underinvestment in maintenance, modernization, and expansion, and models that decarbonizing a hypothetical utility mix by 2050 could increase the required transmission-grid intensity by about 30%.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "World Bank UPBEAT database (more than 180 utilities, more than 90 countries); the report's own modeling for the decarbonization scenario through 2050.",
      "period": "2024 (relatório); modelagem até 2050",
      "limitations": [
        "An aggregate statistic from an international sample of utilities, not a diagnosis of any named utility."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-wb-critical-link"
      ]
    },
    {
      "id": "RE-OV-D12",
      "title": "IEA: data-centre demand is set to more than double by 2030, but it is TWh — not queued MW",
      "claim": "The IEA (Energy and AI — Energy demand from AI) estimates data-centre electricity consumption at about 415 TWh, or about 1.5% of global electricity consumption, in 2024, rising to about 945 TWh (about 3% of the global total) in the Base Case by 2030 — growth of about 15% per year between 2024 and 2030, more than 4 times the electricity-consumption growth of other sectors; accelerated (AI) servers grow at about 30% per year, versus about 9% per year for conventional servers.",
      "types": [
        "estimate"
      ],
      "status": "contextual",
      "measurementBasis": "IEA institutional estimate with a Base Case scenario through 2030.",
      "period": "2024 (real); 2030 (projeção Base Case)",
      "limitations": [
        "An energy metric (TWh), not interconnection-queue power (MW), peak demand, or an energization date (COD)."
      ],
      "confidence": "high",
      "lastReviewed": "2026-08-09",
      "references": [
        "src-re-iea-energy-ai"
      ]
    }
  ],
  "info": [
    {
      "id": "RE-OV-I01",
      "title": "Four chained mechanisms organize the constraint better than a global figure",
      "interpretation": "Physics (generation → transmission → distribution → load), queue/study/reinforcement, who pays/decides, and the jurisdictional map (Brazil/United States/Europe) form four distinct mechanisms; treating 'grid as a constraint' as a single global delay figure obscures that each mechanism has its own evidence, metric, and jurisdiction — the model is an editorial reading tested against available evidence, not an invented GW average.",
      "derivedFrom": [
        "RE-OV-D01",
        "RE-OV-D02",
        "RE-OV-D03"
      ]
    },
    {
      "id": "RE-OV-I02",
      "title": "The IEA/World Bank connective framework is universal; operator/regulator figures remain in the specialized Dossiers",
      "interpretation": "The IEA and World Bank provide a global picture — investment, lead times, demand, and utility finances — but every figure from a system operator, national regulator, specific queue, or named concession remains in the specialized Brazil, United States, and Europe Dossiers, each with its own source; the Overview neither constructs nor adds up an average of GW across these jurisdictions.",
      "derivedFrom": [
        "RE-OV-D02",
        "RE-OV-D04",
        "RE-OV-D10",
        "RE-OV-D11"
      ]
    },
    {
      "id": "RE-OV-I03",
      "title": "The IEA's 2023 and 2026 queue stocks use different scopes — do not add or average",
      "interpretation": "The 2023 queue stock (at least 3,000 GW, renewables only, with data coverage of about half of global wind and solar capacity) and the 2026 stock (more than 2,500 GW, including renewables, large loads, and storage) use different methods and scopes; any public account must label vintage and scope, and neither figure should be treated as a national load queue.",
      "derivedFrom": [
        "RE-OV-D01",
        "RE-OV-D08"
      ]
    },
    {
      "id": "RE-OV-I04",
      "title": "An honest KPI package for 'grid as a constraint' without an invented composite index",
      "interpretation": "An honest indicator package for tracking grid constraints combines: the investment mismatch between grids and generation; queue stock labeled by method and year; the construction-timeline mismatch between grids and generation/data centres; and financial pressure on transmission and distribution utilities. None of these elements should be combined into a single composite index.",
      "derivedFrom": [
        "RE-OV-D02",
        "RE-OV-D03",
        "RE-OV-D04",
        "RE-OV-D05",
        "RE-OV-D09",
        "RE-OV-D11"
      ]
    },
    {
      "id": "RE-OV-I05",
      "title": "Data-centre and AI demand is a global energy driver — TWh is not queued MW or COD",
      "interpretation": "Projected growth in data-centre electricity consumption (TWh, IEA) is a genuine driver of global demand, but it is not equivalent to megawatts in an interconnection queue, local peak power, or an energization date; jurisdictional detail on large-load queues and hubs — Brazil, United States, Europe — remains in the corresponding specialized Dossiers.",
      "derivedFrom": [
        "RE-OV-D06",
        "RE-OV-D07",
        "RE-OV-D12"
      ]
    },
    {
      "id": "RE-OV-I06",
      "title": "Financial pressure on T&D utilities and LCOT as a measurable cost, not an allocation rule",
      "interpretation": "The combination of weak transmission and distribution utility finances (World Bank) and the grid-generation investment mismatch (IEA) links revenue under-recovery to underinvestment and construction delays globally; LCOT (World Bank/ESMAP) is a cost-transparency tool — an analytical benchmark and input to cost-benefit analysis — and does not replace the cost-allocation methods and institutional roles documented by jurisdiction, which remain in the specialized Dossier on who pays and decides.",
      "derivedFrom": [
        "RE-OV-D04",
        "RE-OV-D05",
        "RE-OV-D09",
        "RE-OV-D10",
        "RE-OV-D11"
      ]
    },
    {
      "id": "RE-OV-I07",
      "title": "Dual reading: managers use the mechanism map, technical readers follow claims to their sources",
      "interpretation": "Managers can move through the four mechanisms and labeled indicators to select the appropriate specialized Dossier; technical readers can validate each claim against the cited institutional source (IEA or World Bank) without confusing a generation queue with a load queue, MW in a queue with MW in operation, or treating Europe as a single grid/queue.",
      "derivedFrom": [
        "RE-OV-D02",
        "RE-OV-D03",
        "RE-OV-D08",
        "RE-OV-D12"
      ]
    }
  ],
  "uncertainties": [
    {
      "id": "RE-OV-UNC-01",
      "title": "Whether a harmonized definition of 'connection queue' will emerge across IEA vintages",
      "status": "não publicado",
      "known": "The IEA published queue stocks with different methods and scopes in 2023 (renewables only) and in Electricity 2026 (renewables, large loads, and storage), without a harmonized definition that allows direct comparison of the two figures.",
      "treatment": "Always label vintage and scope when citing queue stock; do not add or average assessments from different years.",
      "confidence": "high na lacuna",
      "lastReviewed": "2026-08-09"
    },
    {
      "id": "RE-OV-UNC-02",
      "title": "Whether a comparable public load-queue dataset, distinct from the generation queue, will emerge",
      "status": "não publicado",
      "known": "The IEA/World Bank sources used in this Overview describe connection queues predominantly on the generation side and grid investment; the sources cited here contain no comparable global public dataset for load connection queues (large consumers, data centres) separate from generation queues.",
      "treatment": "Do not treat generation-queue stock as a proxy for the load queue; jurisdictional detail remains in the specialized Brazil, United States, and Europe Dossiers.",
      "lastReviewed": "2026-08-09"
    },
    {
      "id": "RE-OV-UNC-03",
      "title": "How LCOT connects in practice to cost-allocation methods by jurisdiction",
      "status": "não documentado nas fontes citadas",
      "known": "The World Bank/ESMAP report introduces LCOT as an analytical transmission-cost benchmark, but the sources cited in this Overview do not detail how this indicator connects in regulatory practice to cost-allocation methods and institutional roles documented by jurisdiction.",
      "treatment": "Treat LCOT as a cost-transparency tool; allocation methods and institutional roles remain in the specialized Dossier on who pays and decides.",
      "lastReviewed": "2026-08-09"
    },
    {
      "id": "RE-OV-UNC-04",
      "title": "Which 'grid as a constraint' indicator package should be established as a public reference",
      "status": "não fixado",
      "known": "This Overview proposes a package of honest indicators (investment, labeled queues, lead times, utility finances, and demand in TWh), but the cited sources provide no single, stable reference package of public indicators for tracking grid constraints over time.",
      "treatment": "Keep indicators individually labeled by source and vintage; do not compress them into an invented composite index.",
      "lastReviewed": "2026-08-09"
    }
  ],
  "methodology": {
    "data": "DATA records verifiable claims with explicit sources, measurement context, limitations, and confidence.",
    "info": "INFO records synthesis or interpretation and always declares the IDs of the claims from which it is derived.",
    "uncertainty": "An Uncertainty records a gap as an editorial result; it remains explicit and is not filled with a fragile estimate.",
    "updateRule": "A review may correct or update the projection only from the canonical Dossier with editorial authorization; material changes increment the public version and are recorded in the corrections history."
  },
  "version": {
    "publicVersion": "1.0.0",
    "lastVerified": "2026-08-09",
    "staleAfter": "2026-09-08",
    "corrections": []
  },
  "references": [
    {
      "id": "src-re-iea-elec-2026-grids",
      "title": "IEA — Electricity 2026: Grids",
      "publisher": "IEA",
      "url": "https://www.iea.org/reports/electricity-2026/grids",
      "accessedAt": "2026-08-09"
    },
    {
      "id": "src-re-iea-wei-2025",
      "title": "IEA — World Energy Investment 2025 (Executive summary)",
      "publisher": "IEA",
      "url": "https://www.iea.org/reports/world-energy-investment-2025/executive-summary",
      "accessedAt": "2026-08-09"
    },
    {
      "id": "src-re-iea-midyear-2025",
      "title": "IEA — Electricity Mid-Year Update 2025 (Executive summary)",
      "publisher": "IEA",
      "url": "https://www.iea.org/reports/electricity-mid-year-update-2025/executive-summary",
      "accessedAt": "2026-08-09"
    },
    {
      "id": "src-re-iea-grids-full-2023",
      "title": "IEA — Electricity Grids and Secure Energy Transitions (2023)",
      "publisher": "IEA",
      "url": "https://www.iea.org/reports/electricity-grids-and-secure-energy-transitions",
      "accessedAt": "2026-08-09"
    },
    {
      "id": "src-re-wb-lcot",
      "title": "World Bank / ESMAP — Understanding the Cost of Transmission Infrastructure",
      "publisher": "World Bank",
      "url": "https://documents.worldbank.org/en/publication/documents-reports/documentdetail/099040926152055780",
      "accessedAt": "2026-08-09"
    },
    {
      "id": "src-re-wb-critical-link",
      "title": "World Bank — The Critical Link: Empowering Utilities for the Energy Transition",
      "publisher": "World Bank",
      "url": "https://documents1.worldbank.org/curated/en/099052124103035656/pdf/P500450-a30f897d-bc13-42b4-88cd-61d27a55a930.pdf",
      "accessedAt": "2026-08-09"
    },
    {
      "id": "src-re-iea-energy-ai",
      "title": "IEA — Energy demand from AI (Energy and AI)",
      "publisher": "IEA",
      "url": "https://www.iea.org/reports/energy-and-ai/energy-demand-from-ai",
      "accessedAt": "2026-08-09"
    }
  ]
}
