{ "id": "IA-0501", "version": "0.1", "date": "2026-11-02", "moteur": "0.3.1", "designation": "Métropole de 2 millions d'habitants, 1 an", "titre_court": "Métropole (2 millions)", "description": "L'usage de l'IA de 2 millions habitants à la moyenne française : usage personnel, études et travail. Une métropole compte plus de cadres, de jeunes et d'étudiants que la moyenne, et Eurostat mesure un usage personnel 29 % plus fréquent en ville : son usage est sans doute plus élevé.", "categorie": { "code": "monde", "nom": "Territoires" }, "etage": { "code": "monde", "numero": "5", "nom": "Territoires" }, "famille": { "code": "villes", "nom": "Villes types" }, "unite": "1 territoire · an", "grandeur": "electricite", "type": "recette", "statut": "estimé", "repose_sur": { "releves": 0, "conventions": 0, "hypotheses": 1 }, "valeur": { "electricite": { "valeur": 824096000, "basse": 750250000, "haute": 1052530000, "unite": "Wh", "fourchette": "propagee", "publie": false }, "co2e": { "valeur": 377675000, "basse": 343832000, "haute": 482364000, "unite": "gCO2e", "publie": false, "lieu": "monde", "gCO2e_par_kWh": 458.29 }, "facteur": null, "recomposition_Wh": 824096000 }, "lieux": { "monde": { "libelle": "Dans le monde", "gCO2e_par_kWh": 458.29, "co2e_gCO2e": 377675000 }, "france": { "libelle": "En France", "gCO2e_par_kWh": 41.44, "co2e_gCO2e": 34150500 }, "ue": { "libelle": "Dans l'Union européenne", "gCO2e_par_kWh": 209.9, "co2e_gCO2e": 172978000 }, "etats-unis": { "libelle": "Aux États-Unis", "gCO2e_par_kWh": 384.4, "co2e_gCO2e": 316783000 }, "allemagne": { "libelle": "En Allemagne", "gCO2e_par_kWh": 329.65, "co2e_gCO2e": 271663000 }, "irlande": { "libelle": "En Irlande", "gCO2e_par_kWh": 256.54, "co2e_gCO2e": 211414000 }, "pays-bas": { "libelle": "Aux Pays-Bas", "gCO2e_par_kWh": 253.56, "co2e_gCO2e": 208958000 }, "pologne": { "libelle": "En Pologne", "gCO2e_par_kWh": 588.6, "co2e_gCO2e": 485063000 }, "suede": { "libelle": "En Suède", "gCO2e_par_kWh": 35.26, "co2e_gCO2e": 29057600 }, "norvege": { "libelle": "En Norvège", "gCO2e_par_kWh": 28.11, "co2e_gCO2e": 23165300 }, "suisse": { "libelle": "En Suisse", "gCO2e_par_kWh": 39.22, "co2e_gCO2e": 32321100 }, "finlande": { "libelle": "En Finlande", "gCO2e_par_kWh": 57.47, "co2e_gCO2e": 47360800 } }, "parametres": [], "reglages": [ { "dimension": "adoption", "actuel": "courant", "valeurs": [ { "cle": "sobre", "libelle": "Usage sobre", "defaut": false, "electricite_Wh": 138014000, "co2e_gCO2e": 63250300 }, { "cle": "courant", "libelle": "Usage courant", "defaut": true, "electricite_Wh": 824096000, "co2e_gCO2e": 377675000 }, { "cle": "intensif", "libelle": "Usage intensif", "defaut": false, "electricite_Wh": 3848230000, "co2e_gCO2e": 1763610000 } ] }, { "dimension": "outillage", "actuel": "assistant", "valeurs": [ { "cle": "assistant", "libelle": "Assistant conversationnel", "defaut": true, "electricite_Wh": 824096000, "co2e_gCO2e": 377675000 }, { "cle": "suite", "libelle": "IA dans la suite bureautique", "defaut": false, "electricite_Wh": 977411000, "co2e_gCO2e": 447938000 }, { "cle": "agent", "libelle": "Agents", "defaut": false, "electricite_Wh": 6731070000, "co2e_gCO2e": 3084780000 } ] }, { "dimension": "classe", "actuel": "moyen", "valeurs": [ { "cle": "petit", "libelle": "Petit modèle", "defaut": false, "electricite_Wh": 384980000, "co2e_gCO2e": 176433000 }, { "cle": "moyen", "libelle": "Modèle moyen", "defaut": true, "electricite_Wh": 918500000, "co2e_gCO2e": 420940000 }, { "cle": "grand", "libelle": "Grand modèle", "defaut": false, "electricite_Wh": 2839040000, "co2e_gCO2e": 1301100000 } ] }, { "dimension": "raisonnement", "actuel": "sans", "valeurs": [ { "cle": "sans", "libelle": "Sans raisonnement", "defaut": true, "electricite_Wh": 824096000, "co2e_gCO2e": 377675000 }, { "cle": "moyen", "libelle": "Raisonnement moyen", "defaut": false, "electricite_Wh": 1067690000, "co2e_gCO2e": 489310000 }, { "cle": "pousse", "libelle": "Raisonnement poussé", "defaut": false, "electricite_Wh": 3207050000, "co2e_gCO2e": 1469760000 } ] }, { "dimension": "taille", "actuel": "standard", "valeurs": [ { "cle": "standard", "libelle": "Image standard", "defaut": true, "electricite_Wh": 824096000, "co2e_gCO2e": 377675000 }, { "cle": "grande", "libelle": "Grande image", "defaut": false, "electricite_Wh": 1008870000, "co2e_gCO2e": 462354000 } ] }, { "dimension": "calage", "actuel": "mesures", "valeurs": [ { "cle": "mesures", "libelle": "Calé sur les chiffres publiés", "defaut": true, "electricite_Wh": 824096000, "co2e_gCO2e": 377675000 }, { "cle": "bruts", "libelle": "Facteurs bruts", "defaut": false, "electricite_Wh": 1084390000, "co2e_gCO2e": 496964000 } ] }, { "dimension": "duree", "actuel": "an", "valeurs": [ { "cle": "an", "libelle": "Un an", "defaut": true, "electricite_Wh": 824096000, "co2e_gCO2e": 377675000 }, { "cle": "mois", "libelle": "Un mois", "defaut": false, "electricite_Wh": 68674700, "co2e_gCO2e": 31472900 }, { "cle": "jour", "libelle": "Un jour", "defaut": false, "electricite_Wh": 2257800, "co2e_gCO2e": 1034730 } ] } ], "curseurs": [ { "cle": "jours", "defaut": 220 }, { "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, à la moyenne française", "compte": "l'usage personnel, les études et le travail des habitants, à la moyenne française, centre de données compris", "non_compte": "les écarts de la ville à la moyenne : part de cadres, de jeunes et d'étudiants, usage plus ou moins fréquent selon la densité" }, "recette": [ { "id": "IA-0507", "designation": "France, 1 an", "role": "entree", "quantite": 0.0289511, "unitaire_Wh": 28465100000, "contribution_Wh": 824096000, "nature": "convention", "source": "insee-population-2026", "note": "La France ramenée à 2 000 000 habitants", "adresse": "https://projetcelsius.com/ia/base/monde/france/" } ], "lignage": [ { "id": "IA-0507", "designation": "France, 1 an", "etage": "monde", "quantite": 0.0289511, "contribution_Wh": 824096000, "nature": "convention", "fait_de": [ { "id": "IA-0511", "designation": "25 à 64 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.0259755, "contribution_Wh": 279230000, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 226920, "contribution_Wh": 219417000, "nature": "mesure" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 19732.1, "contribution_Wh": 59813200, "nature": "hypothese" } ] }, { "id": "IA-0510", "designation": "Moins de 25 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.0259755, "contribution_Wh": 150233000, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 90448.3, "contribution_Wh": 87457800, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 31640.2, "contribution_Wh": 30594100, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 7865.07, "contribution_Wh": 23841000, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 2751.32, "contribution_Wh": 8339970, "nature": "hypothese" } ] }, { "id": "IA-0513", "designation": "Élèves et étudiants en France, études, 1 an", "etage": "monde", "quantite": 0.0259755, "contribution_Wh": 92453200, "nature": "hypothese", "fait_de": [ { "id": "IA-0318", "designation": "Étudiant, 1 an", "etage": "activites", "quantite": 58626.7, "contribution_Wh": 62462200, "nature": "mesure" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 38916.5, "contribution_Wh": 15831400, "nature": "hypothese" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 34807.2, "contribution_Wh": 14159700, "nature": "hypothese" } ] }, { "id": "IA-0071", "designation": "Développeur, 1 an", "etage": "activites", "quantite": 14026.8, "contribution_Wh": 60948800, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 493742000, "contribution_Wh": 33936700, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 6480360, "contribution_Wh": 7597050, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 1944110, "contribution_Wh": 5338860, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 1234360, "contribution_Wh": 4344020, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 13886500, "contribution_Wh": 4165950, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 481398, "contribution_Wh": 2277400, "nature": "hypothese" }, { "id": "IA-0219", "designation": "Faire relire du code", "etage": "taches", "quantite": 1542940, "contribution_Wh": 1979730, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 2715580, "contribution_Wh": 626678, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 394994, "contribution_Wh": 565150, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 259215, "contribution_Wh": 117246, "nature": "hypothese" } ] }, { "id": "IA-0307", "designation": "Consultant, 1 an", "etage": "activites", "quantite": 15468.4, "contribution_Wh": 32770800, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 204183, "contribution_Wh": 5849420, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 408366, "contribution_Wh": 4654440, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 40836.6, "contribution_Wh": 4039460, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 735058, "contribution_Wh": 3589380, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 612549, "contribution_Wh": 2897850, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 4083660, "contribution_Wh": 2450220, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 8167320, "contribution_Wh": 1884780, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 6125490, "contribution_Wh": 1837650, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 490039, "contribution_Wh": 1724570, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 612549, "contribution_Wh": 1701960, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 980078, "contribution_Wh": 1402280, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 1633460, "contribution_Wh": 738834, "nature": "hypothese" } ] }, { "id": "IA-0073", "designation": "Salarié de bureau, 1 an", "etage": "activites", "quantite": 22472, "contribution_Wh": 28899700, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 4943850, "contribution_Wh": 13576700, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 11865200, "contribution_Wh": 3559570, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 3707890, "contribution_Wh": 2224750, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 593262, "contribution_Wh": 2087840, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 7415770, "contribution_Wh": 1711350, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 296631, "contribution_Wh": 1448480, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 123596, "contribution_Wh": 1408720, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 444946, "contribution_Wh": 1236280, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 593262, "contribution_Wh": 848828, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 988770, "contribution_Wh": 447232, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 583374, "contribution_Wh": 350028, "nature": "hypothese" } ] }, { "id": "IA-0312", "designation": "Vidéaste, 1 an", "etage": "activites", "quantite": 3156.02, "contribution_Wh": 23245100, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 249957, "contribution_Wh": 7397200, "nature": "hypothese" }, { "id": "IA-0214", "designation": "Créer un clip de 10 secondes", "etage": "taches", "quantite": 20829.7, "contribution_Wh": 7071970, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 69432.5, "contribution_Wh": 6873950, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 83319, "contribution_Wh": 1068790, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 138865, "contribution_Wh": 480581, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 499914, "contribution_Wh": 149974, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 444368, "contribution_Wh": 102547, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 133310, "contribution_Wh": 79986.9, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 44436.8, "contribution_Wh": 20099.3, "nature": "hypothese" } ] }, { "id": "IA-0304", "designation": "Manager ou dirigeant, 1 an", "etage": "activites", "quantite": 27897.7, "contribution_Wh": 22629500, "nature": "hypothese", "fait_de": [ { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 19640000, "contribution_Wh": 4532340, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 920623, "contribution_Wh": 4495510, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 257774, "contribution_Wh": 2938040, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 24550, "contribution_Wh": 2428420, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 7671860, "contribution_Wh": 2301560, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 589199, "contribution_Wh": 2073540, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 2577740, "contribution_Wh": 1546660, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 920623, "contribution_Wh": 1317210, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 294599, "contribution_Wh": 818540, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 392799, "contribution_Wh": 177668, "nature": "hypothese" } ] }, { "id": "IA-0512", "designation": "65 ans et plus en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.0259755, "contribution_Wh": 18880800, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 10479.4, "contribution_Wh": 10133000, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 4864.28, "contribution_Wh": 4703450, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 1334.24, "contribution_Wh": 4044410, "nature": "hypothese" } ] }, { "id": "IA-0311", "designation": "Graphiste, 1 an", "etage": "activites", "quantite": 5740.58, "contribution_Wh": 17212600, "nature": "hypothese", "fait_de": [ { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 505171, "contribution_Wh": 6480200, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 1326070, "contribution_Wh": 4589250, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 479913, "contribution_Wh": 1317920, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 12629.3, "contribution_Wh": 1250320, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 315732, "contribution_Wh": 1009620, "nature": "hypothese" }, { "id": "IA-0211", "designation": "Créer une grande image", "etage": "taches", "quantite": 75775.7, "contribution_Wh": 969232, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 1465000, "contribution_Wh": 439499, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 30310.3, "contribution_Wh": 345468, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 95982.5, "contribution_Wh": 337788, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 1262930, "contribution_Wh": 291447, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 303103, "contribution_Wh": 181863, "nature": "hypothese" } ] }, { "id": "IA-0314", "designation": "Commercial, 1 an", "etage": "activites", "quantite": 9321.95, "contribution_Wh": 13453600, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 1353550, "contribution_Wh": 3717070, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 229693, "contribution_Wh": 2617980, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 22559.1, "contribution_Wh": 2231500, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 5639780, "contribution_Wh": 1301500, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 812129, "contribution_Wh": 1161980, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 3383870, "contribution_Wh": 1015160, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 1148460, "contribution_Wh": 689085, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 697282, "contribution_Wh": 434464, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 270710, "contribution_Wh": 162427, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 270710, "contribution_Wh": 122445, "nature": "hypothese" } ] }, { "id": "IA-0301", "designation": "Comptable, 1 an", "etage": "activites", "quantite": 13403.4, "contribution_Wh": 11058100, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 1120520, "contribution_Wh": 3077140, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 825646, "contribution_Wh": 2294050, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 271284, "contribution_Wh": 1283390, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 4128230, "contribution_Wh": 1238470, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 1356420, "contribution_Wh": 813858, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 165129, "contribution_Wh": 806346, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 3184640, "contribution_Wh": 734922, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 36993.2, "contribution_Wh": 421639, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 165129, "contribution_Wh": 236264, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 336156, "contribution_Wh": 152047, "nature": "hypothese" } ] }, { "id": "IA-0310", "designation": "Data scientist, 1 an", "etage": "activites", "quantite": 3214.47, "contribution_Wh": 10186500, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 84861900, "contribution_Wh": 5832880, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 1237570, "contribution_Wh": 1450820, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 2036690, "contribution_Wh": 611006, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 169724, "contribution_Wh": 597302, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 176796, "contribution_Wh": 491224, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 84861.9, "contribution_Wh": 401466, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 50917.1, "contribution_Wh": 248634, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 21215.5, "contribution_Wh": 241808, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 848619, "contribution_Wh": 195837, "nature": "hypothese" }, { "id": "IA-0050", "designation": "Confier une tâche à une IA spécialisée", "etage": "taches", "quantite": 42431000, "contribution_Wh": 84861.9, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 67889.5, "contribution_Wh": 30707.2, "nature": "hypothese" } ] }, { "id": "IA-0303", "designation": "Assistant de direction, 1 an", "etage": "activites", "quantite": 6331.52, "contribution_Wh": 8749860, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 1114350, "contribution_Wh": 3060190, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 144865, "contribution_Wh": 1651130, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 4178810, "contribution_Wh": 964348, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 1448650, "contribution_Wh": 869199, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 2590860, "contribution_Wh": 777258, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 345448, "contribution_Wh": 494261, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 86362, "contribution_Wh": 421716, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 83576.1, "contribution_Wh": 232215, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 339876, "contribution_Wh": 203927, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 167152, "contribution_Wh": 75604.9, "nature": "hypothese" } ] }, { "id": "IA-0306", "designation": "Journaliste, 1 an", "etage": "activites", "quantite": 1792.31, "contribution_Wh": 8171270, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 141951, "contribution_Wh": 4200880, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 492885, "contribution_Wh": 1353550, "nature": "hypothese" }, { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 24447.1, "contribution_Wh": 700358, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 87536.3, "contribution_Wh": 427450, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 611177, "contribution_Wh": 366709, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 1167150, "contribution_Wh": 350145, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 73341.3, "contribution_Wh": 346964, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 709754, "contribution_Wh": 163791, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 39430.8, "contribution_Wh": 138767, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 175073, "contribution_Wh": 105045, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 15772.3, "contribution_Wh": 17616.6, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 15921.7, "contribution_Wh": 7614530, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 2311830, "contribution_Wh": 3307720, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 525415, "contribution_Wh": 1442880, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 252199, "contribution_Wh": 1193110, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 3082440, "contribution_Wh": 924731, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 385305, "contribution_Wh": 240076, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 308244, "contribution_Wh": 184948, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 735581, "contribution_Wh": 169751, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 252199, "contribution_Wh": 151321, "nature": "hypothese" } ] }, { "id": "IA-0313", "designation": "Chargé de clientèle, 1 an", "etage": "activites", "quantite": 3370.32, "contribution_Wh": 7068680, "nature": "hypothese", "fait_de": [ { "id": "IA-0226", "designation": "Traiter une demande client", "etage": "taches", "quantite": 3559060, "contribution_Wh": 4320180, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 385565, "contribution_Wh": 1058830, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 1186350, "contribution_Wh": 711818, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 1690550, "contribution_Wh": 507166, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 1445870, "contribution_Wh": 333664, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 228373, "contribution_Wh": 137025, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 13972.4, "contribution_Wh": 6682300, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 2028790, "contribution_Wh": 2902760, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 461089, "contribution_Wh": 1266230, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 221323, "contribution_Wh": 1047040, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 2705060, "contribution_Wh": 811517, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 338132, "contribution_Wh": 210684, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 270506, "contribution_Wh": 162305, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 645525, "contribution_Wh": 148969, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 221323, "contribution_Wh": 132795, "nature": "hypothese" } ] }, { "id": "IA-0305", "designation": "Chargé de communication, 1 an", "etage": "activites", "quantite": 3389.8, "contribution_Wh": 5896850, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 536944, "contribution_Wh": 1474540, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 71592.6, "contribution_Wh": 918370, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 7457.56, "contribution_Wh": 738313, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 894907, "contribution_Wh": 536949, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 134236, "contribution_Wh": 429247, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 1789810, "contribution_Wh": 413038, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 1342360, "contribution_Wh": 402708, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 107389, "contribution_Wh": 377930, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 22372.7, "contribution_Wh": 254998, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 357963, "contribution_Wh": 161911, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 214778, "contribution_Wh": 128868, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 53694.4, "contribution_Wh": 59973.1, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 12288, "contribution_Wh": 5876740, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 1784220, "contribution_Wh": 2552830, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 405505, "contribution_Wh": 1113590, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 194642, "contribution_Wh": 920816, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 2378960, "contribution_Wh": 713689, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 297370, "contribution_Wh": 185286, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 237896, "contribution_Wh": 142739, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 567707, "contribution_Wh": 131010, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 194642, "contribution_Wh": 116786, "nature": "hypothese" } ] }, { "id": "IA-0309", "designation": "Chercheur, 1 an", "etage": "activites", "quantite": 2506.63, "contribution_Wh": 3733600, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 27573, "contribution_Wh": 789909, "nature": 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"IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 8949.07, "contribution_Wh": 101999, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 134236, "contribution_Wh": 60716.5, "nature": "hypothese" } ] } ] } ], "entre_dans": [], "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/metropole-de-2-millions-d-habitants/", "lien_court": "https://projetcelsius.com/ia/base/IA-0501/", "json": "https://projetcelsius.com/ia/base/monde/metropole-de-2-millions-d-habitants.json", "markdown": "https://projetcelsius.com/ia/base/monde/metropole-de-2-millions-d-habitants.md" }, "licence": "CC BY 4.0", "citation": "Projet Celsius, Base Impact de l'IA, « Métropole de 2 millions d'habitants, 1 an », IA-0501, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0501/ · CC BY 4.0." }