{
  "id": "IA-0506",
  "version": "0.1",
  "date": "2026-11-02",
  "moteur": "0.3.1",
  "designation": "Île-de-France, 1 an",
  "titre_court": "Île-de-France",
  "description": "L'usage de l'IA des 12,6 millions de Franciliens en un an : usage personnel par âge, études et travail par métier, chacun compté une seule fois. La région compte 35 % de cadres parmi ses actifs, contre 21 % en France, et son usage au travail est plus fort.",
  "categorie": {
    "code": "monde",
    "nom": "Territoires"
  },
  "etage": {
    "code": "monde",
    "numero": "5",
    "nom": "Territoires"
  },
  "famille": {
    "code": "territoires",
    "nom": "Régions, pays et monde"
  },
  "unite": "1 territoire · an",
  "grandeur": "electricite",
  "type": "recette",
  "statut": "estimé",
  "repose_sur": {
    "releves": 0,
    "conventions": 0,
    "hypotheses": 1
  },
  "valeur": {
    "electricite": {
      "valeur": 7027160000,
      "basse": 6324480000,
      "haute": 9161480000,
      "unite": "Wh",
      "fourchette": "propagee",
      "publie": false
    },
    "co2e": {
      "valeur": 3220480000,
      "basse": 2898450000,
      "haute": 4198620000,
      "unite": "gCO2e",
      "publie": false,
      "lieu": "monde",
      "gCO2e_par_kWh": 458.29
    },
    "facteur": null,
    "recomposition_Wh": 7027160000
  },
  "lieux": {
    "monde": {
      "libelle": "Dans le monde",
      "gCO2e_par_kWh": 458.29,
      "co2e_gCO2e": 3220480000
    },
    "france": {
      "libelle": "En France",
      "gCO2e_par_kWh": 41.44,
      "co2e_gCO2e": 291206000
    },
    "ue": {
      "libelle": "Dans l'Union européenne",
      "gCO2e_par_kWh": 209.9,
      "co2e_gCO2e": 1475000000
    },
    "etats-unis": {
      "libelle": "Aux États-Unis",
      "gCO2e_par_kWh": 384.4,
      "co2e_gCO2e": 2701240000
    },
    "allemagne": {
      "libelle": "En Allemagne",
      "gCO2e_par_kWh": 329.65,
      "co2e_gCO2e": 2316500000
    },
    "irlande": {
      "libelle": "En Irlande",
      "gCO2e_par_kWh": 256.54,
      "co2e_gCO2e": 1802750000
    },
    "pays-bas": {
      "libelle": "Aux Pays-Bas",
      "gCO2e_par_kWh": 253.56,
      "co2e_gCO2e": 1781810000
    },
    "pologne": {
      "libelle": "En Pologne",
      "gCO2e_par_kWh": 588.6,
      "co2e_gCO2e": 4136190000
    },
    "suede": {
      "libelle": "En Suède",
      "gCO2e_par_kWh": 35.26,
      "co2e_gCO2e": 247778000
    },
    "norvege": {
      "libelle": "En Norvège",
      "gCO2e_par_kWh": 28.11,
      "co2e_gCO2e": 197534000
    },
    "suisse": {
      "libelle": "En Suisse",
      "gCO2e_par_kWh": 39.22,
      "co2e_gCO2e": 275605000
    },
    "finlande": {
      "libelle": "En Finlande",
      "gCO2e_par_kWh": 57.47,
      "co2e_gCO2e": 403851000
    }
  },
  "parametres": [],
  "reglages": [
    {
      "dimension": "adoption",
      "actuel": "courant",
      "valeurs": [
        {
          "cle": "sobre",
          "libelle": "Usage sobre",
          "defaut": false,
          "electricite_Wh": 1153870000,
          "co2e_gCO2e": 528806000
        },
        {
          "cle": "courant",
          "libelle": "Usage courant",
          "defaut": true,
          "electricite_Wh": 7027160000,
          "co2e_gCO2e": 3220480000
        },
        {
          "cle": "intensif",
          "libelle": "Usage intensif",
          "defaut": false,
          "electricite_Wh": 32536900000,
          "co2e_gCO2e": 14911300000
        }
      ]
    },
    {
      "dimension": "outillage",
      "actuel": "assistant",
      "valeurs": [
        {
          "cle": "assistant",
          "libelle": "Assistant conversationnel",
          "defaut": true,
          "electricite_Wh": 7027160000,
          "co2e_gCO2e": 3220480000
        },
        {
          "cle": "suite",
          "libelle": "IA dans la suite bureautique",
          "defaut": false,
          "electricite_Wh": 8371420000,
          "co2e_gCO2e": 3836540000
        },
        {
          "cle": "agent",
          "libelle": "Agents",
          "defaut": false,
          "electricite_Wh": 70386500000,
          "co2e_gCO2e": 32257400000
        }
      ]
    },
    {
      "dimension": "classe",
      "actuel": "moyen",
      "valeurs": [
        {
          "cle": "petit",
          "libelle": "Petit modèle",
          "defaut": false,
          "electricite_Wh": 3382160000,
          "co2e_gCO2e": 1550010000
        },
        {
          "cle": "moyen",
          "libelle": "Modèle moyen",
          "defaut": true,
          "electricite_Wh": 7742100000,
          "co2e_gCO2e": 3548130000
        },
        {
          "cle": "grand",
          "libelle": "Grand modèle",
          "defaut": false,
          "electricite_Wh": 23436800000,
          "co2e_gCO2e": 10740800000
        }
      ]
    },
    {
      "dimension": "raisonnement",
      "actuel": "sans",
      "valeurs": [
        {
          "cle": "sans",
          "libelle": "Sans raisonnement",
          "defaut": true,
          "electricite_Wh": 7027160000,
          "co2e_gCO2e": 3220480000
        },
        {
          "cle": "moyen",
          "libelle": "Raisonnement moyen",
          "defaut": false,
          "electricite_Wh": 9013180000,
          "co2e_gCO2e": 4130650000
        },
        {
          "cle": "pousse",
          "libelle": "Raisonnement poussé",
          "defaut": false,
          "electricite_Wh": 26455600000,
          "co2e_gCO2e": 12124400000
        }
      ]
    },
    {
      "dimension": "taille",
      "actuel": "standard",
      "valeurs": [
        {
          "cle": "standard",
          "libelle": "Image standard",
          "defaut": true,
          "electricite_Wh": 7027160000,
          "co2e_gCO2e": 3220480000
        },
        {
          "cle": "grande",
          "libelle": "Grande image",
          "defaut": false,
          "electricite_Wh": 8694010000,
          "co2e_gCO2e": 3984380000
        }
      ]
    },
    {
      "dimension": "calage",
      "actuel": "mesures",
      "valeurs": [
        {
          "cle": "mesures",
          "libelle": "Calé sur les chiffres publiés",
          "defaut": true,
          "electricite_Wh": 7027160000,
          "co2e_gCO2e": 3220480000
        },
        {
          "cle": "bruts",
          "libelle": "Facteurs bruts",
          "defaut": false,
          "electricite_Wh": 9271630000,
          "co2e_gCO2e": 4249100000
        }
      ]
    },
    {
      "dimension": "duree",
      "actuel": "an",
      "valeurs": [
        {
          "cle": "an",
          "libelle": "Un an",
          "defaut": true,
          "electricite_Wh": 7027160000,
          "co2e_gCO2e": 3220480000
        },
        {
          "cle": "mois",
          "libelle": "Un mois",
          "defaut": false,
          "electricite_Wh": 585597000,
          "co2e_gCO2e": 268373000
        },
        {
          "cle": "jour",
          "libelle": "Un jour",
          "defaut": false,
          "electricite_Wh": 19252500,
          "co2e_gCO2e": 8823230
        }
      ]
    }
  ],
  "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, études et travail des habitants",
    "compte": "l'usage personnel par âge, les études et le travail par métier, chacun compté une seule fois, centre de données compris",
    "non_compte": "les personnes qui travaillent dans la région sans y habiter, les services d'IA des organisations et la fabrication des serveurs et l'entraînement des modèles"
  },
  "recette": [
    {
      "id": "IA-0074",
      "designation": "Usage personnel gratuit, 1 an",
      "role": "entree",
      "quantite": 277619,
      "unitaire_Wh": 748.967,
      "contribution_Wh": 207928000,
      "nature": "hypothese",
      "source": "insee-estimations-2026",
      "note": "12 à 15 ans : 656 000, part française majorée de 15 % pour une région très urbaine",
      "adresse": "https://projetcelsius.com/ia/base/activites/usage-personnel-gratuit-1-an/"
    },
    {
      "id": "IA-0074",
      "designation": "Usage personnel gratuit, 1 an",
      "role": "entree",
      "quantite": 792730,
      "unitaire_Wh": 748.967,
      "contribution_Wh": 593728000,
      "nature": "hypothese",
      "source": "insee-estimations-2026",
      "note": "16 à 24 ans : 1,46 million",
      "adresse": "https://projetcelsius.com/ia/base/activites/usage-personnel-gratuit-1-an/"
    },
    {
      "id": "IA-0074",
      "designation": "Usage personnel gratuit, 1 an",
      "role": "entree",
      "quantite": 1927790,
      "unitaire_Wh": 748.967,
      "contribution_Wh": 1443850000,
      "nature": "hypothese",
      "source": "insee-estimations-2026",
      "note": "25 à 64 ans : 6,58 millions",
      "adresse": "https://projetcelsius.com/ia/base/activites/usage-personnel-gratuit-1-an/"
    },
    {
      "id": "IA-0074",
      "designation": "Usage personnel gratuit, 1 an",
      "role": "entree",
      "quantite": 97016,
      "unitaire_Wh": 748.967,
      "contribution_Wh": 72661700,
      "nature": "hypothese",
      "source": "insee-estimations-2026",
      "note": "65 à 89 ans : 2,0 millions",
      "adresse": "https://projetcelsius.com/ia/base/activites/usage-personnel-gratuit-1-an/"
    },
    {
      "id": "IA-0319",
      "designation": "ChatGPT Plus, 1 an",
      "role": "entree",
      "quantite": 269144,
      "unitaire_Wh": 3031.26,
      "contribution_Wh": 815844000,
      "nature": "hypothese",
      "source": "credoc-2026",
      "note": "Les 8 % d'utilisateurs personnels qui paient un abonnement",
      "adresse": "https://projetcelsius.com/ia/base/activites/chatgpt-plus-1-an/"
    },
    {
      "id": "IA-0317",
      "designation": "Élève du secondaire, 1 an",
      "role": "entree",
      "quantite": 265200,
      "unitaire_Wh": 335.142,
      "contribution_Wh": 88879600,
      "nature": "hypothese",
      "source": "depp-effectifs-2025",
      "note": "Collégiens franciliens : 663 000",
      "adresse": "https://projetcelsius.com/ia/base/activites/eleve-du-secondaire-1-an/"
    },
    {
      "id": "IA-0317",
      "designation": "Élève du secondaire, 1 an",
      "role": "entree",
      "quantite": 297000,
      "unitaire_Wh": 335.142,
      "contribution_Wh": 99537100,
      "nature": "hypothese",
      "source": "depp-effectifs-2025",
      "note": "Lycéens franciliens : 450 000",
      "adresse": "https://projetcelsius.com/ia/base/activites/eleve-du-secondaire-1-an/"
    },
    {
      "id": "IA-0318",
      "designation": "Étudiant, 1 an",
      "role": "entree",
      "quantite": 586820,
      "unitaire_Wh": 1065.42,
      "contribution_Wh": 625211000,
      "nature": "hypothese",
      "source": "sies-2026",
      "note": "Étudiants franciliens : 793 000, environ 26 % des étudiants de France",
      "adresse": "https://projetcelsius.com/ia/base/activites/etudiant-1-an/"
    },
    {
      "id": "IA-0304",
      "designation": "Manager ou dirigeant, 1 an",
      "role": "entree",
      "quantite": 323500,
      "unitaire_Wh": 811.161,
      "contribution_Wh": 262411000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Dirigeants et managers en Île-de-France : 647 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/manager-ou-dirigeant-1-an/"
    },
    {
      "id": "IA-0307",
      "designation": "Consultant, 1 an",
      "role": "entree",
      "quantite": 199500,
      "unitaire_Wh": 2118.57,
      "contribution_Wh": 422654000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Ingénieurs, consultants et chargés d'études en Île-de-France : 399 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/consultant-1-an/"
    },
    {
      "id": "IA-0308",
      "designation": "Juriste, 1 an",
      "role": "entree",
      "quantite": 38500,
      "unitaire_Wh": 1137.39,
      "contribution_Wh": 43789500,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Juristes en Île-de-France : 77 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/juriste-1-an/"
    },
    {
      "id": "IA-0309",
      "designation": "Chercheur, 1 an",
      "role": "entree",
      "quantite": 32500,
      "unitaire_Wh": 1489.49,
      "contribution_Wh": 48408400,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Chercheurs en Île-de-France : 65 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/chercheur-1-an/"
    },
    {
      "id": "IA-0305",
      "designation": "Chargé de communication, 1 an",
      "role": "entree",
      "quantite": 43500,
      "unitaire_Wh": 1739.58,
      "contribution_Wh": 75671900,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Chargés de communication et de marketing en Île-de-France : 87 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-de-communication-1-an/"
    },
    {
      "id": "IA-0306",
      "designation": "Journaliste, 1 an",
      "role": "entree",
      "quantite": 23000,
      "unitaire_Wh": 4559.08,
      "contribution_Wh": 104859000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Journalistes, auteurs et traducteurs en Île-de-France : 46 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/journaliste-1-an/"
    },
    {
      "id": "IA-0302",
      "designation": "Chargé des ressources humaines, 1 an",
      "role": "entree",
      "quantite": 43500,
      "unitaire_Wh": 719.389,
      "contribution_Wh": 31293400,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Chargés des ressources humaines en Île-de-France : 87 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-des-ressources-humaines-1-an/"
    },
    {
      "id": "IA-0301",
      "designation": "Comptable, 1 an",
      "role": "entree",
      "quantite": 96400,
      "unitaire_Wh": 825.027,
      "contribution_Wh": 79532600,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Comptables et métiers de la finance en Île-de-France : 241 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,6 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/comptable-1-an/"
    },
    {
      "id": "IA-0071",
      "designation": "Développeur, 1 an",
      "role": "entree",
      "quantite": 181250,
      "unitaire_Wh": 4345.18,
      "contribution_Wh": 787564000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Développeurs en Île-de-France : 290 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/developpeur-1-an/"
    },
    {
      "id": "IA-0310",
      "designation": "Data scientist, 1 an",
      "role": "entree",
      "quantite": 41250,
      "unitaire_Wh": 3168.97,
      "contribution_Wh": 130720000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Data scientists en Île-de-France : 66 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/data-scientist-1-an/"
    },
    {
      "id": "IA-0311",
      "designation": "Graphiste, 1 an",
      "role": "entree",
      "quantite": 74000,
      "unitaire_Wh": 2998.41,
      "contribution_Wh": 221882000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Graphistes, architectes et designers en Île-de-France : 148 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/graphiste-1-an/"
    },
    {
      "id": "IA-0312",
      "designation": "Vidéaste, 1 an",
      "role": "entree",
      "quantite": 40500,
      "unitaire_Wh": 7365.32,
      "contribution_Wh": 298295000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Vidéastes et métiers de l'image en Île-de-France : 81 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 2 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/videaste-1-an/"
    },
    {
      "id": "IA-0073",
      "designation": "Salarié de bureau, 1 an",
      "role": "entree",
      "quantite": 161625,
      "unitaire_Wh": 1286.03,
      "contribution_Wh": 207855000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Employés et techniciens de bureau en Île-de-France : 431 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/salarie-de-bureau-1-an/"
    },
    {
      "id": "IA-0303",
      "designation": "Assistant de direction, 1 an",
      "role": "entree",
      "quantite": 45375,
      "unitaire_Wh": 1381.95,
      "contribution_Wh": 62706000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Assistants et secrétaires en Île-de-France : 121 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/assistant-de-direction-1-an/"
    },
    {
      "id": "IA-0313",
      "designation": "Chargé de clientèle, 1 an",
      "role": "entree",
      "quantite": 24375,
      "unitaire_Wh": 2097.33,
      "contribution_Wh": 51122500,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Chargés de clientèle en Île-de-France : 65 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/charge-de-clientele-1-an/"
    },
    {
      "id": "IA-0314",
      "designation": "Commercial, 1 an",
      "role": "entree",
      "quantite": 67125,
      "unitaire_Wh": 1443.22,
      "contribution_Wh": 96876000,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Commerciaux et acheteurs en Île-de-France : 179 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 1,5 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/commercial-1-an/"
    },
    {
      "id": "IA-0316",
      "designation": "Enseignant, 1 an",
      "role": "entree",
      "quantite": 44200,
      "unitaire_Wh": 567.667,
      "contribution_Wh": 25090900,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Enseignants en Île-de-France : 272 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 0,65 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/enseignant-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 116838,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 55877500,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Métiers qualifiés de terrain (soignants, techniciens, travail social) en Île-de-France : 719 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 0,65 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 85500,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 40890300,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Métiers de service et de vente en Île-de-France : 760 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 0,45 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    },
    {
      "id": "IA-0315",
      "designation": "Métier de terrain (technicien, soignant), 1 an",
      "role": "entree",
      "quantite": 66960,
      "unitaire_Wh": 478.25,
      "contribution_Wh": 32023600,
      "nature": "hypothese",
      "source": "insee-rp-2023",
      "note": "Ouvriers, agriculteurs et métiers manuels en Île-de-France : 992 000 ; part qui utilise l'IA au travail selon l'adoption, un usage de l'IA 0,27 fois celui de la moyenne des actifs",
      "adresse": "https://projetcelsius.com/ia/base/activites/metier-de-terrain-1-an/"
    }
  ],
  "lignage": [
    {
      "id": "IA-0074",
      "designation": "Usage personnel gratuit, 1 an",
      "etage": "activites",
      "quantite": 1927790,
      "contribution_Wh": 1443850000,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0210",
          "designation": "Lire un aperçu généré par IA en tête d'une recherche",
          "etage": "taches",
          "quantite": 490522000,
          "contribution_Wh": 390531000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0042",
              "designation": "Poser une question rapide",
              "etage": "taches",
              "quantite": 490522000,
              "contribution_Wh": 390531000,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0047",
          "designation": "Créer un clip de 5 secondes",
          "etage": "taches",
          "quantite": 3105900,
          "contribution_Wh": 307490000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0014",
              "designation": "Générer une seconde de vidéo",
              "etage": "machine",
              "quantite": 18449000,
              "contribution_Wh": 307490000,
              "nature": "mesure"
            }
          ]
        },
        {
          "id": "IA-0201",
          "designation": "Avoir une conversation de 10 échanges",
          "etage": "taches",
          "quantite": 69882600,
          "contribution_Wh": 245935000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 201586000,
              "contribution_Wh": 193523000,
              "nature": "convention"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 1133920000,
              "contribution_Wh": 36285500,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 50396600,
              "contribution_Wh": 16126900,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0045",
          "designation": "Faire une recherche approfondie",
          "etage": "taches",
          "quantite": 1791860,
          "contribution_Wh": 177247000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 206807000,
              "contribution_Wh": 66178200,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 2067550000,
              "contribution_Wh": 66161600,
              "nature": "hypothese"
            },
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 29979500,
              "contribution_Wh": 28780300,
              "nature": "hypothese"
            },
            {
              "id": "IA-0049",
              "designation": "Faire une recherche web classique (référence)",
              "etage": "taches",
              "quantite": 53755900,
              "contribution_Wh": 16126800,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0042",
          "designation": "Poser une question rapide",
          "etage": "taches",
          "quantite": 545025000,
          "contribution_Wh": 163507000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 157219000,
              "contribution_Wh": 150930000,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 39304700,
              "contribution_Wh": 12577500,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0046",
          "designation": "Créer une image",
          "etage": "taches",
          "quantite": 15529500,
          "contribution_Wh": 49658600,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0013",
              "designation": "Générer une image",
              "etage": "machine",
              "quantite": 17082400,
              "contribution_Wh": 49658600,
              "nature": "mesure"
            }
          ]
        },
        {
          "id": "IA-0212",
          "designation": "Retoucher une photo",
          "etage": "taches",
          "quantite": 7764740,
          "contribution_Wh": 26872000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0013",
              "designation": "Générer une image",
              "etage": "machine",
              "quantite": 8541210,
              "contribution_Wh": 24829300,
              "nature": "hypothese"
            },
            {
              "id": "IA-0017",
              "designation": "Analyser une image envoyée",
              "etage": "machine",
              "quantite": 5599620,
              "contribution_Wh": 1971070,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 223985,
              "contribution_Wh": 71675.1,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0215",
          "designation": "Parler en mode vocal, 1 minute",
          "etage": "taches",
          "quantite": 38823700,
          "contribution_Wh": 24190400,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
              "etage": "machine",
              "quantite": 16798900,
              "contribution_Wh": 16126900,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
              "etage": "machine",
              "quantite": 167989000,
              "contribution_Wh": 5375630,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 8399430,
              "contribution_Wh": 2687820,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0043",
          "designation": "Interroger un PDF de 30 pages",
          "etage": "taches",
          "quantite": 3583730,
          "contribution_Wh": 16953900,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 49879700,
              "contribution_Wh": 15961500,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 1033780,
              "contribution_Wh": 992425,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0205",
          "designation": "Corriger ou reformuler une page",
          "etage": "taches",
          "quantite": 23294200,
          "contribution_Wh": 13976600,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 10751300,
              "contribution_Wh": 10321200,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 11423200,
              "contribution_Wh": 3655430,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0206",
          "designation": "Traduire une page",
          "etage": "taches",
          "quantite": 23294200,
          "contribution_Wh": 13976600,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 10751300,
              "contribution_Wh": 10321200,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 11423200,
              "contribution_Wh": 3655430,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0202",
          "designation": "Écrire un e-mail",
          "etage": "taches",
          "quantite": 38823700,
          "contribution_Wh": 8959390,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 6719540,
              "contribution_Wh": 6450760,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 7839470,
              "contribution_Wh": 2508630,
              "nature": "hypothese"
            }
          ]
        },
        {
          "id": "IA-0218",
          "designation": "Générer une fonction",
          "etage": "taches",
          "quantite": 3882370,
          "contribution_Wh": 4551370,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 10191300,
              "contribution_Wh": 3261220,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 1343910,
              "contribution_Wh": 1290150,
              "nature": "convention"
            }
          ]
        }
      ]
    },
    {
      "id": "IA-0319",
      "designation": "ChatGPT Plus, 1 an",
      "etage": "activites",
      "quantite": 269144,
      "contribution_Wh": 815844000,
      "nature": "hypothese",
      "fait_de": [
        {
          "id": "IA-0045",
          "designation": "Faire une recherche approfondie",
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          "quantite": 2799090,
          "contribution_Wh": 276880000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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              "contribution_Wh": 103378000,
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            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
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              "quantite": 3229750000,
              "contribution_Wh": 103352000,
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            },
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
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              "nature": "hypothese"
            },
            {
              "id": "IA-0049",
              "designation": "Faire une recherche web classique (référence)",
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              "contribution_Wh": 25191900,
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          ]
        },
        {
          "id": "IA-0229",
          "designation": "Question à ChatGPT, déclaration d'OpenAI",
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          "quantite": 515747000,
          "contribution_Wh": 175354000,
          "nature": "hypothese"
        },
        {
          "id": "IA-0201",
          "designation": "Avoir une conversation de 10 échanges",
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          "quantite": 39295000,
          "contribution_Wh": 138289000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 113352000,
              "contribution_Wh": 108818000,
              "nature": "convention"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
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              "quantite": 637604000,
              "contribution_Wh": 20403300,
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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            }
          ]
        },
        {
          "id": "IA-0047",
          "designation": "Créer un clip de 5 secondes",
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          "contribution_Wh": 69279000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0014",
              "designation": "Générer une seconde de vidéo",
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              "quantite": 4156660,
              "contribution_Wh": 69279000,
              "nature": "mesure"
            }
          ]
        },
        {
          "id": "IA-0043",
          "designation": "Interroger un PDF de 30 pages",
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          "quantite": 11196400,
          "contribution_Wh": 52967900,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 155836000,
              "contribution_Wh": 49867400,
              "nature": "convention"
            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "quantite": 3229750,
              "contribution_Wh": 3100560,
              "nature": "convention"
            }
          ]
        },
        {
          "id": "IA-0046",
          "designation": "Créer une image",
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          "contribution_Wh": 40278000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0013",
              "designation": "Générer une image",
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              "contribution_Wh": 40278000,
              "nature": "mesure"
            }
          ]
        },
        {
          "id": "IA-0205",
          "designation": "Corriger ou reformuler une page",
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          "contribution_Wh": 23577200,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "quantite": 18136300,
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
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            }
          ]
        },
        {
          "id": "IA-0220",
          "designation": "Confier une tâche à un agent dans le navigateur",
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          "fait_de": [
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              "id": "IA-0017",
              "designation": "Analyser une image envoyée",
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              "contribution_Wh": 5329090,
              "nature": "hypothese"
            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
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              "quantite": 151395000,
              "contribution_Wh": 4844630,
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            },
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "quantite": 3784870,
              "contribution_Wh": 3633470,
              "nature": "hypothese"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 7610100,
              "contribution_Wh": 2435230,
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          ]
        },
        {
          "id": "IA-0215",
          "designation": "Parler en mode vocal, 1 minute",
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          "quantite": 20993200,
          "contribution_Wh": 13080500,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0011",
              "designation": "Écrire 1 000 tokens",
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              "quantite": 9083680,
              "contribution_Wh": 8720330,
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            },
            {
              "id": "IA-0012",
              "designation": "Relire 1 000 tokens en cache",
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              "quantite": 90836800,
              "contribution_Wh": 2906780,
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            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 4541840,
              "contribution_Wh": 1453390,
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          ]
        },
        {
          "id": "IA-0203",
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          "contribution_Wh": 5697280,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
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              "quantite": 5813550,
              "contribution_Wh": 5581010,
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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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          "contribution_Wh": 4198680,
          "nature": "hypothese",
          "fait_de": [
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              "id": "IA-0021",
              "designation": "Écrire 1 000 tokens, avec l'effort de raisonnement",
              "etage": "machine",
              "quantite": 3229750,
              "contribution_Wh": 3100560,
              "nature": "convention"
            },
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 3431610,
              "contribution_Wh": 1098120,
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            }
          ]
        }
      ]
    },
    {
      "id": "IA-0071",
      "designation": "Développeur, 1 an",
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      "contribution_Wh": 787564000,
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        {
          "id": "IA-0217",
          "designation": "Obtenir une suggestion de code",
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          "quantite": 6380000000,
          "contribution_Wh": 438521000,
          "nature": "hypothese",
          "fait_de": [
            {
              "id": "IA-0010",
              "designation": "Lire 1 000 tokens",
              "etage": "machine",
              "quantite": 6901500000,
              "contribution_Wh": 367850000,
              "nature": "hypothese"
            },
            {
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  "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"
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      "alternatives": "market-based, avec les contrats d'achat, affiché à côté quand il est publié"
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    {
      "code": "C8",
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  "releves": [],
  "adresses": {
    "page": "https://projetcelsius.com/ia/base/monde/ile-de-france/",
    "lien_court": "https://projetcelsius.com/ia/base/IA-0506/",
    "json": "https://projetcelsius.com/ia/base/monde/ile-de-france.json",
    "markdown": "https://projetcelsius.com/ia/base/monde/ile-de-france.md"
  },
  "licence": "CC BY 4.0",
  "citation": "Projet Celsius, Base Impact de l'IA, « Île-de-France, 1 an », IA-0506, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0506/ · CC BY 4.0."
}