{
  "id": "IA-0511",
  "version": "0.1",
  "date": "2026-11-02",
  "moteur": "0.3.1",
  "designation": "25 à 64 ans en France, usage personnel, 1 an",
  "titre_court": "25 à 64 ans",
  "description": "L'usage personnel de l'IA des 34,3 millions d'adultes de 25 à 64 ans en France sur un an, hors travail : 28 % s'en servent pour eux-mêmes. Effectifs de l'Insee au 1er janvier 2026, part d'utilisateurs d'Eurostat pour 2025.",
  "categorie": {
    "code": "monde",
    "nom": "Territoires"
  },
  "etage": {
    "code": "monde",
    "numero": "5",
    "nom": "Territoires"
  },
  "famille": {
    "code": "populations",
    "nom": "Populations"
  },
  "unite": "1 population · an",
  "grandeur": "electricite",
  "type": "recette",
  "statut": "estimé",
  "repose_sur": {
    "releves": 0,
    "conventions": 0,
    "hypotheses": 1
  },
  "valeur": {
    "electricite": {
      "valeur": 8845590000,
      "basse": 8283860000,
      "haute": 10646200000,
      "unite": "Wh",
      "fourchette": "propagee",
      "publie": false
    },
    "co2e": {
      "valeur": 4053850000,
      "basse": 3796410000,
      "haute": 4879040000,
      "unite": "gCO2e",
      "publie": false,
      "lieu": "monde",
      "gCO2e_par_kWh": 458.29
    },
    "facteur": null,
    "recomposition_Wh": 8845590000
  },
  "lieux": {
    "monde": {
      "libelle": "Dans le monde",
      "gCO2e_par_kWh": 458.29,
      "co2e_gCO2e": 4053850000
    },
    "france": {
      "libelle": "En France",
      "gCO2e_par_kWh": 41.44,
      "co2e_gCO2e": 366561000
    },
    "ue": {
      "libelle": "Dans l'Union européenne",
      "gCO2e_par_kWh": 209.9,
      "co2e_gCO2e": 1856690000
    },
    "etats-unis": {
      "libelle": "Aux États-Unis",
      "gCO2e_par_kWh": 384.4,
      "co2e_gCO2e": 3400250000
    },
    "allemagne": {
      "libelle": "En Allemagne",
      "gCO2e_par_kWh": 329.65,
      "co2e_gCO2e": 2915950000
    },
    "irlande": {
      "libelle": "En Irlande",
      "gCO2e_par_kWh": 256.54,
      "co2e_gCO2e": 2269250000
    },
    "pays-bas": {
      "libelle": "Aux Pays-Bas",
      "gCO2e_par_kWh": 253.56,
      "co2e_gCO2e": 2242890000
    },
    "pologne": {
      "libelle": "En Pologne",
      "gCO2e_par_kWh": 588.6,
      "co2e_gCO2e": 5206510000
    },
    "suede": {
      "libelle": "En Suède",
      "gCO2e_par_kWh": 35.26,
      "co2e_gCO2e": 311896000
    },
    "norvege": {
      "libelle": "En Norvège",
      "gCO2e_par_kWh": 28.11,
      "co2e_gCO2e": 248650000
    },
    "suisse": {
      "libelle": "En Suisse",
      "gCO2e_par_kWh": 39.22,
      "co2e_gCO2e": 346924000
    },
    "finlande": {
      "libelle": "En Finlande",
      "gCO2e_par_kWh": 57.47,
      "co2e_gCO2e": 508356000
    }
  },
  "parametres": [],
  "reglages": [
    {
      "dimension": "adoption",
      "actuel": "courant",
      "valeurs": [
        {
          "cle": "sobre",
          "libelle": "Usage sobre",
          "defaut": false,
          "electricite_Wh": 1506500000,
          "co2e_gCO2e": 690412000
        },
        {
          "cle": "courant",
          "libelle": "Usage courant",
          "defaut": true,
          "electricite_Wh": 8845590000,
          "co2e_gCO2e": 4053850000
        },
        {
          "cle": "intensif",
          "libelle": "Usage intensif",
          "defaut": false,
          "electricite_Wh": 43550300000,
          "co2e_gCO2e": 19958700000
        }
      ]
    },
    {
      "dimension": "outillage",
      "actuel": "assistant",
      "valeurs": [
        {
          "cle": "assistant",
          "libelle": "Assistant conversationnel",
          "defaut": true,
          "electricite_Wh": 8845590000,
          "co2e_gCO2e": 4053850000
        },
        {
          "cle": "suite",
          "libelle": "IA dans la suite bureautique",
          "defaut": false,
          "electricite_Wh": 8845590000,
          "co2e_gCO2e": 4053850000
        },
        {
          "cle": "agent",
          "libelle": "Agents",
          "defaut": false,
          "electricite_Wh": 34935100000,
          "co2e_gCO2e": 16010400000
        }
      ]
    },
    {
      "dimension": "classe",
      "actuel": "moyen",
      "valeurs": [
        {
          "cle": "petit",
          "libelle": "Petit modèle",
          "defaut": false,
          "electricite_Wh": 4461450000,
          "co2e_gCO2e": 2044640000
        },
        {
          "cle": "moyen",
          "libelle": "Modèle moyen",
          "defaut": true,
          "electricite_Wh": 10749800000,
          "co2e_gCO2e": 4926510000
        },
        {
          "cle": "grand",
          "libelle": "Grand modèle",
          "defaut": false,
          "electricite_Wh": 33386100000,
          "co2e_gCO2e": 15300500000
        }
      ]
    },
    {
      "dimension": "raisonnement",
      "actuel": "sans",
      "valeurs": [
        {
          "cle": "sans",
          "libelle": "Sans raisonnement",
          "defaut": true,
          "electricite_Wh": 8845590000,
          "co2e_gCO2e": 4053850000
        },
        {
          "cle": "moyen",
          "libelle": "Raisonnement moyen",
          "defaut": false,
          "electricite_Wh": 11643300000,
          "co2e_gCO2e": 5336010000
        },
        {
          "cle": "pousse",
          "libelle": "Raisonnement poussé",
          "defaut": false,
          "electricite_Wh": 36214600000,
          "co2e_gCO2e": 16596800000
        }
      ]
    },
    {
      "dimension": "taille",
      "actuel": "standard",
      "valeurs": [
        {
          "cle": "standard",
          "libelle": "Image standard",
          "defaut": true,
          "electricite_Wh": 8845590000,
          "co2e_gCO2e": 4053850000
        },
        {
          "cle": "grande",
          "libelle": "Grande image",
          "defaut": false,
          "electricite_Wh": 10494000000,
          "co2e_gCO2e": 4809290000
        }
      ]
    },
    {
      "dimension": "calage",
      "actuel": "mesures",
      "valeurs": [
        {
          "cle": "mesures",
          "libelle": "Calé sur les chiffres publiés",
          "defaut": true,
          "electricite_Wh": 8845590000,
          "co2e_gCO2e": 4053850000
        },
        {
          "cle": "bruts",
          "libelle": "Facteurs bruts",
          "defaut": false,
          "electricite_Wh": 11106600000,
          "co2e_gCO2e": 5090060000
        }
      ]
    },
    {
      "dimension": "duree",
      "actuel": "an",
      "valeurs": [
        {
          "cle": "an",
          "libelle": "Un an",
          "defaut": true,
          "electricite_Wh": 8845590000,
          "co2e_gCO2e": 4053850000
        },
        {
          "cle": "mois",
          "libelle": "Un mois",
          "defaut": false,
          "electricite_Wh": 737133000,
          "co2e_gCO2e": 337820000
        },
        {
          "cle": "jour",
          "libelle": "Un jour",
          "defaut": false,
          "electricite_Wh": 24234500,
          "co2e_gCO2e": 11106400
        }
      ]
    }
  ],
  "curseurs": [
    {
      "cle": "jours",
      "defaut": 365
    },
    {
      "cle": "secondes",
      "defaut": 5.4
    }
  ],
  "params": {
    "lieu": "monde",
    "adoption": "courant",
    "calage": "mesures",
    "classe": "moyen",
    "outillage": "assistant",
    "raisonnement": "sans",
    "secteur": "services",
    "taille": "standard",
    "t_mot": 1.6,
    "t_consigne": 40,
    "t_question": 100,
    "t_reponse": 400,
    "t_email": 240,
    "t_page": 640,
    "t_article": 1600,
    "t_document": 19200,
    "t_roman": 128000,
    "t_tolkien": 768000,
    "t_minute_parole": 240,
    "t_reunion": 17600,
    "t_page_web": 1600,
    "t_extrait": 320,
    "t_image_lue": 1100,
    "t_minute_audio_lue": 600,
    "t_minute_audio_ecrite": 1200,
    "t_ligne_code": 12,
    "t_fonction": 480,
    "t_fichier_code": 3600,
    "t_tableur": 9300,
    "t_consigne_systeme": 500,
    "part_utilisateurs": 0.25,
    "k_calage": 0.6556
  },
  "perimetre": {
    "court": "usage personnel, gratuit ou par abonnement, centre de données compris",
    "compte": "l'usage personnel des 25 à 64 ans, gratuit ou par abonnement, centre de données compris",
    "non_compte": "le travail, compté par métier, les études et la fabrication des serveurs et l'entraînement des modèles"
  },
  "recette": [
    {
      "id": "IA-0074",
      "designation": "Usage personnel gratuit, 1 an",
      "role": "entree",
      "quantite": 8735920,
      "unitaire_Wh": 748.967,
      "contribution_Wh": 6542910000,
      "nature": "mesure",
      "source": "eurostat-ia-2025",
      "note": "25 à 64 ans : 34,3 millions, 28 % utilisent l'IA pour eux-mêmes",
      "adresse": "https://projetcelsius.com/ia/base/activites/usage-personnel-gratuit-1-an/"
    },
    {
      "id": "IA-0319",
      "designation": "ChatGPT Plus, 1 an",
      "role": "entree",
      "quantite": 759645,
      "unitaire_Wh": 3031.26,
      "contribution_Wh": 2302680000,
      "nature": "hypothese",
      "source": "credoc-2026",
      "note": "25 à 64 ans, les 8 % d'utilisateurs personnels qui paient un abonnement",
      "adresse": "https://projetcelsius.com/ia/base/activites/chatgpt-plus-1-an/"
    }
  ],
  "lignage": [
    {
      "id": "IA-0074",
      "designation": "Usage personnel gratuit, 1 an",
      "etage": "activites",
      "quantite": 8735920,
      "contribution_Wh": 6542910000,
      "nature": "mesure",
      "fait_de": [
        {
          "id": "IA-0210",
          "designation": "Lire un aperçu généré par IA en tête d'une recherche",
          "etage": "taches",
          "quantite": 2222840000,
          "contribution_Wh": 1769720000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0042",
              "designation": "Poser une question rapide",
              "etage": "taches",
              "quantite": 2222840000,
              "contribution_Wh": 1769720000,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0047",
          "designation": "Créer un clip de 5 secondes",
          "etage": "taches",
          "quantite": 14074600,
          "contribution_Wh": 1393410000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0014",
              "designation": "Générer une seconde de vidéo",
              "etage": "machine",
              "quantite": 83603100,
              "contribution_Wh": 1393410000,
              "nature": "mesure"
            }
          ]
        },
        {
          "id": "IA-0201",
          "designation": "Avoir une conversation de 10 échanges",
          "etage": "taches",
          "quantite": 316678000,
          "contribution_Wh": 1114470000,
          "nature": "hypothese",
          "fait_de": [
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              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 913503000,
              "contribution_Wh": 876963000,
              "nature": "convention"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 5138450000,
              "contribution_Wh": 164431000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 228376000,
              "contribution_Wh": 73080200,
              "nature": "convention"
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          ]
        },
        {
          "id": "IA-0045",
          "designation": "Faire une recherche approfondie",
          "etage": "taches",
          "quantite": 8119960,
          "contribution_Wh": 803208000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 937160000,
              "contribution_Wh": 299891000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 9369260000,
              "contribution_Wh": 299816000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 135854000,
              "contribution_Wh": 130420000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0049",
              "designation": "Faire une recherche web classique (référence)",
              "etage": "taches",
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          ]
        },
        {
          "id": "IA-0042",
          "designation": "Poser une question rapide",
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          "quantite": 2469820000,
          "contribution_Wh": 740946000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
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              "quantite": 712448000,
              "contribution_Wh": 683950000,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 178112000,
              "contribution_Wh": 56995900,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0046",
          "designation": "Créer une image",
          "etage": "taches",
          "quantite": 70373000,
          "contribution_Wh": 225032000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0013",
              "designation": "Générer une image",
              "etage": "machine",
              "quantite": 77410300,
              "contribution_Wh": 225032000,
              "nature": "mesure"
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          ]
        },
        {
          "id": "IA-0212",
          "designation": "Retoucher une photo",
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          "quantite": 35186500,
          "contribution_Wh": 121773000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0013",
              "designation": "Générer une image",
              "etage": "machine",
              "quantite": 38705100,
              "contribution_Wh": 112516000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0017",
              "designation": "Analyser une image envoyée",
              "etage": "machine",
              "quantite": 25375100,
              "contribution_Wh": 8932030,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 1015000,
              "contribution_Wh": 324801,
              "nature": "convention"
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          ]
        },
        {
          "id": "IA-0215",
          "designation": "Parler en mode vocal, 1 minute",
          "etage": "taches",
          "quantite": 175932000,
          "contribution_Wh": 109620000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
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              "quantite": 76125300,
              "contribution_Wh": 73080200,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 761253000,
              "contribution_Wh": 24360100,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 38062600,
              "contribution_Wh": 12180000,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0043",
          "designation": "Interroger un PDF de 30 pages",
          "etage": "taches",
          "quantite": 16239900,
          "contribution_Wh": 76828000,
          "nature": "hypothese",
          "fait_de": [
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              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 4684630,
              "contribution_Wh": 4497250,
              "nature": "convention"
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          ]
        },
        {
          "id": "IA-0205",
          "designation": "Corriger ou reformuler une page",
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          "quantite": 105559000,
          "contribution_Wh": 63336200,
          "nature": "hypothese",
          "fait_de": [
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              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "quantite": 48720200,
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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        },
        {
          "id": "IA-0206",
          "designation": "Traduire une page",
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          "nature": "hypothese",
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              "id": "IA-0021",
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              "id": "IA-0010",
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        },
        {
          "id": "IA-0202",
          "designation": "Écrire un e-mail",
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          "quantite": 175932000,
          "contribution_Wh": 40600100,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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          ]
        },
        {
          "id": "IA-0218",
          "designation": "Générer une fonction",
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          "contribution_Wh": 20624900,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 46182700,
              "contribution_Wh": 14778400,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 6090020,
              "contribution_Wh": 5846420,
              "nature": "convention"
            }
          ]
        }
      ]
    },
    {
      "id": "IA-0319",
      "designation": "ChatGPT Plus, 1 an",
      "etage": "activites",
      "quantite": 759645,
      "contribution_Wh": 2302680000,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0045",
          "designation": "Faire une recherche approfondie",
          "etage": "taches",
          "quantite": 7900310,
          "contribution_Wh": 781480000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 911809000,
              "contribution_Wh": 291779000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 9115820000,
              "contribution_Wh": 291706000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 132179000,
              "contribution_Wh": 126892000,
              "nature": "hypothese"
            },
            {
              "id": "IA-0049",
              "designation": "Faire une recherche web classique (référence)",
              "etage": "taches",
              "quantite": 237009000,
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            }
          ]
        },
        {
          "id": "IA-0229",
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              "id": "IA-0012",
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              "id": "IA-0010",
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        {
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              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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        {
          "id": "IA-0046",
          "designation": "Créer une image",
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          "contribution_Wh": 113683000,
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        {
          "id": "IA-0205",
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        {
          "id": "IA-0220",
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              "id": "IA-0017",
              "designation": "Analyser une image envoyée",
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              "id": "IA-0012",
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        {
          "id": "IA-0215",
          "designation": "Parler en mode vocal, 1 minute",
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              "id": "IA-0012",
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            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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        {
          "id": "IA-0203",
          "designation": "Rédiger une page",
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        {
          "id": "IA-0206",
          "designation": "Traduire une page",
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    }
  ],
  "entre_dans": [
    {
      "id": "IA-0507",
      "designation": "France, 1 an",
      "adresse": "https://projetcelsius.com/ia/base/monde/france/"
    }
  ],
  "conventions": [
    {
      "code": "C5",
      "nom": "Le lieu par défaut",
      "regle": "Sans autre information, les serveurs sont dans le monde, à l'électricité moyenne mondiale",
      "valeur": "monde",
      "alternatives": "les États-Unis, où tournent la plupart des grands assistants"
    },
    {
      "code": "C7",
      "nom": "L'électricité, location-based, en cycle de vie",
      "regle": "Le kilowattheure est celui du pays des serveurs, en cycle de vie, d'une seule source pour tous les pays",
      "valeur": "Ember et Our World in Data, 2025",
      "alternatives": "market-based, avec les contrats d'achat, affiché à côté quand il est publié"
    },
    {
      "code": "C8",
      "nom": "Deux chiffres significatifs",
      "regle": "Une valeur calculée s'arrondit à deux chiffres significatifs, une valeur publiée est reprise avec la précision de sa source ; le calcul garde toute la précision",
      "valeur": "2 chiffres",
      "alternatives": ""
    }
  ],
  "releves": [],
  "adresses": {
    "page": "https://projetcelsius.com/ia/base/monde/25-a-64-ans-en-france-usage-personnel/",
    "lien_court": "https://projetcelsius.com/ia/base/IA-0511/",
    "json": "https://projetcelsius.com/ia/base/monde/25-a-64-ans-en-france-usage-personnel.json",
    "markdown": "https://projetcelsius.com/ia/base/monde/25-a-64-ans-en-france-usage-personnel.md"
  },
  "licence": "CC BY 4.0",
  "citation": "Projet Celsius, Base Impact de l'IA, « 25 à 64 ans en France, usage personnel, 1 an », IA-0511, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0511/ · CC BY 4.0."
}