{ "id": "IA-0502", "version": "0.1", "date": "2026-11-02", "moteur": "0.3.1", "designation": "Grande ville de 500 000 habitants, 1 an", "titre_court": "Grande ville (500 000)", "description": "L'usage de l'IA de 500 000 habitants à la moyenne française : usage personnel, études et travail. Une grande ville compte plus de cadres 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": 206024000, "basse": 187563000, "haute": 263133000, "unite": "Wh", "fourchette": "propagee", "publie": false }, "co2e": { "valeur": 94418800, "basse": 85958100, "haute": 120591000, "unite": "gCO2e", "publie": false, "lieu": "monde", "gCO2e_par_kWh": 458.29 }, "facteur": null, "recomposition_Wh": 206024000 }, "lieux": { "monde": { "libelle": "Dans le monde", "gCO2e_par_kWh": 458.29, "co2e_gCO2e": 94418800 }, "france": { "libelle": "En France", "gCO2e_par_kWh": 41.44, "co2e_gCO2e": 8537640 }, "ue": { "libelle": "Dans l'Union européenne", "gCO2e_par_kWh": 209.9, "co2e_gCO2e": 43244400 }, "etats-unis": { "libelle": "Aux États-Unis", "gCO2e_par_kWh": 384.4, "co2e_gCO2e": 79195600 }, "allemagne": { "libelle": "En Allemagne", "gCO2e_par_kWh": 329.65, "co2e_gCO2e": 67915800 }, "irlande": { "libelle": "En Irlande", "gCO2e_par_kWh": 256.54, "co2e_gCO2e": 52853400 }, "pays-bas": { "libelle": "Aux Pays-Bas", "gCO2e_par_kWh": 253.56, "co2e_gCO2e": 52239500 }, "pologne": { "libelle": "En Pologne", "gCO2e_par_kWh": 588.6, "co2e_gCO2e": 121266000 }, "suede": { "libelle": "En Suède", "gCO2e_par_kWh": 35.26, "co2e_gCO2e": 7264410 }, "norvege": { "libelle": "En Norvège", "gCO2e_par_kWh": 28.11, "co2e_gCO2e": 5791340 }, "suisse": { "libelle": "En Suisse", "gCO2e_par_kWh": 39.22, "co2e_gCO2e": 8080260 }, "finlande": { "libelle": "En Finlande", "gCO2e_par_kWh": 57.47, "co2e_gCO2e": 11840200 } }, "parametres": [], "reglages": [ { "dimension": "adoption", "actuel": "courant", "valeurs": [ { "cle": "sobre", "libelle": "Usage sobre", "defaut": false, "electricite_Wh": 34503400, "co2e_gCO2e": 15812600 }, { "cle": "courant", "libelle": "Usage courant", "defaut": true, "electricite_Wh": 206024000, "co2e_gCO2e": 94418800 }, { "cle": "intensif", "libelle": "Usage intensif", "defaut": false, "electricite_Wh": 962059000, "co2e_gCO2e": 440902000 } ] }, { "dimension": "outillage", "actuel": "assistant", "valeurs": [ { "cle": "assistant", "libelle": "Assistant conversationnel", "defaut": true, "electricite_Wh": 206024000, "co2e_gCO2e": 94418800 }, { "cle": "suite", "libelle": "IA dans la suite bureautique", "defaut": false, "electricite_Wh": 244353000, "co2e_gCO2e": 111984000 }, { "cle": "agent", "libelle": "Agents", "defaut": false, "electricite_Wh": 1682770000, "co2e_gCO2e": 771196000 } ] }, { "dimension": "classe", "actuel": "moyen", "valeurs": [ { "cle": "petit", "libelle": "Petit modèle", "defaut": false, "electricite_Wh": 96245000, "co2e_gCO2e": 44108100 }, { "cle": "moyen", "libelle": "Modèle moyen", "defaut": true, "electricite_Wh": 229625000, "co2e_gCO2e": 105235000 }, { "cle": "grand", "libelle": "Grand modèle", "defaut": false, "electricite_Wh": 709759000, "co2e_gCO2e": 325276000 } ] }, { "dimension": "raisonnement", "actuel": "sans", "valeurs": [ { "cle": "sans", "libelle": "Sans raisonnement", "defaut": true, "electricite_Wh": 206024000, "co2e_gCO2e": 94418800 }, { "cle": "moyen", "libelle": "Raisonnement moyen", "defaut": false, "electricite_Wh": 266922000, "co2e_gCO2e": 122328000 }, { "cle": "pousse", "libelle": "Raisonnement poussé", "defaut": false, "electricite_Wh": 801762000, "co2e_gCO2e": 367440000 } ] }, { "dimension": "taille", "actuel": "standard", "valeurs": [ { "cle": "standard", "libelle": "Image standard", "defaut": true, "electricite_Wh": 206024000, "co2e_gCO2e": 94418800 }, { "cle": "grande", "libelle": "Grande image", "defaut": false, "electricite_Wh": 252217000, "co2e_gCO2e": 115589000 } ] }, { "dimension": "calage", "actuel": "mesures", "valeurs": [ { "cle": "mesures", "libelle": "Calé sur les chiffres publiés", "defaut": true, "electricite_Wh": 206024000, "co2e_gCO2e": 94418800 }, { "cle": "bruts", "libelle": "Facteurs bruts", "defaut": false, "electricite_Wh": 271097000, "co2e_gCO2e": 124241000 } ] }, { "dimension": "duree", "actuel": "an", "valeurs": [ { "cle": "an", "libelle": "Un an", "defaut": true, "electricite_Wh": 206024000, "co2e_gCO2e": 94418800 }, { "cle": "mois", "libelle": "Un mois", "defaut": false, "electricite_Wh": 17168700, "co2e_gCO2e": 7868230 }, { "cle": "jour", "libelle": "Un jour", "defaut": false, "electricite_Wh": 564449, "co2e_gCO2e": 258682 } ] } ], "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": 0.00723778, "unitaire_Wh": 28465100000, "contribution_Wh": 206024000, "nature": "convention", "source": "insee-population-2026", "note": "La France ramenée à 500 000 habitants", "adresse": "https://projetcelsius.com/ia/base/monde/france/" } ], "lignage": [ { "id": "IA-0507", "designation": "France, 1 an", "etage": "monde", "quantite": 0.00723778, "contribution_Wh": 206024000, "nature": "convention", "fait_de": [ { "id": "IA-0511", "designation": "25 à 64 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.00649387, "contribution_Wh": 69807600, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 56729.9, "contribution_Wh": 54854300, "nature": "mesure" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 4933.04, "contribution_Wh": 14953300, "nature": "hypothese" } ] }, { "id": "IA-0510", "designation": "Moins de 25 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.00649387, "contribution_Wh": 37558200, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 22612.1, "contribution_Wh": 21864500, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 7910.05, "contribution_Wh": 7648530, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 1966.27, "contribution_Wh": 5960260, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 687.831, "contribution_Wh": 2084990, "nature": "hypothese" } ] }, { "id": "IA-0513", "designation": "Élèves et étudiants en France, études, 1 an", "etage": "monde", "quantite": 0.00649387, "contribution_Wh": 23113300, "nature": "hypothese", "fait_de": [ { "id": "IA-0318", "designation": "Étudiant, 1 an", "etage": "activites", "quantite": 14656.7, "contribution_Wh": 15615500, "nature": "mesure" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 9729.12, "contribution_Wh": 3957840, "nature": "hypothese" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 8701.79, "contribution_Wh": 3539920, "nature": "hypothese" } ] }, { "id": "IA-0071", "designation": "Développeur, 1 an", "etage": "activites", "quantite": 3506.69, "contribution_Wh": 15237200, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 123436000, "contribution_Wh": 8484190, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 1620090, "contribution_Wh": 1899260, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 486027, "contribution_Wh": 1334710, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 308589, "contribution_Wh": 1086000, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 3471620, "contribution_Wh": 1041490, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 120350, "contribution_Wh": 569351, "nature": "hypothese" }, { "id": "IA-0219", "designation": "Faire relire du code", "etage": "taches", "quantite": 385736, "contribution_Wh": 494933, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 678895, "contribution_Wh": 156669, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 98748.4, "contribution_Wh": 141287, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 64803.6, "contribution_Wh": 29311.4, "nature": "hypothese" } ] }, { "id": "IA-0307", "designation": "Consultant, 1 an", "etage": "activites", "quantite": 3867.1, "contribution_Wh": 8192710, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 51045.7, "contribution_Wh": 1462350, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 102091, "contribution_Wh": 1163610, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 10209.1, "contribution_Wh": 1009870, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 183765, "contribution_Wh": 897344, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 153137, "contribution_Wh": 724463, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 1020910, "contribution_Wh": 612554, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 2041830, "contribution_Wh": 471195, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 1531370, "contribution_Wh": 459412, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 122510, "contribution_Wh": 431144, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 153137, "contribution_Wh": 425489, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 245019, "contribution_Wh": 350569, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 408366, "contribution_Wh": 184709, "nature": "hypothese" } ] }, { "id": "IA-0073", "designation": "Salarié de bureau, 1 an", "etage": "activites", "quantite": 5618.01, "contribution_Wh": 7224930, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 1235960, "contribution_Wh": 3394170, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 2966310, "contribution_Wh": 889893, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 926972, "contribution_Wh": 556188, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 148315, "contribution_Wh": 521961, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 1853940, "contribution_Wh": 427837, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 74157.7, "contribution_Wh": 362121, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 30899.1, "contribution_Wh": 352179, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 111237, "contribution_Wh": 309069, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 148315, "contribution_Wh": 212207, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 247192, "contribution_Wh": 111808, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 145844, "contribution_Wh": 87506.9, "nature": "hypothese" } ] }, { "id": "IA-0312", "designation": "Vidéaste, 1 an", "etage": "activites", "quantite": 789.005, "contribution_Wh": 5811270, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 62489.2, "contribution_Wh": 1849300, "nature": "hypothese" }, { "id": "IA-0214", "designation": "Créer un clip de 10 secondes", "etage": "taches", "quantite": 5207.44, "contribution_Wh": 1767990, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 17358.1, "contribution_Wh": 1718490, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 20829.7, "contribution_Wh": 267198, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 34716.2, "contribution_Wh": 120145, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 124978, "contribution_Wh": 37493.5, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 111092, "contribution_Wh": 25636.8, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 33327.6, "contribution_Wh": 19996.7, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 11109.2, "contribution_Wh": 5024.82, "nature": "hypothese" } ] }, { "id": "IA-0304", "designation": "Manager ou dirigeant, 1 an", "etage": "activites", "quantite": 6974.42, "contribution_Wh": 5657370, "nature": "hypothese", "fait_de": [ { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 4909990, "contribution_Wh": 1133080, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 230156, "contribution_Wh": 1123880, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 64443.6, "contribution_Wh": 734511, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 6137.49, "contribution_Wh": 607106, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 1917960, "contribution_Wh": 575389, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 147300, "contribution_Wh": 518386, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 644436, "contribution_Wh": 386665, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 230156, "contribution_Wh": 329303, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 73649.9, "contribution_Wh": 204635, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 98199.8, "contribution_Wh": 44416.9, "nature": "hypothese" } ] }, { "id": "IA-0512", "designation": "65 ans et plus en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.00649387, "contribution_Wh": 4720210, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 2619.86, "contribution_Wh": 2533240, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 1216.07, "contribution_Wh": 1175860, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 333.559, "contribution_Wh": 1011100, "nature": "hypothese" } ] }, { "id": "IA-0311", "designation": "Graphiste, 1 an", "etage": "activites", "quantite": 1435.15, "contribution_Wh": 4303150, "nature": "hypothese", "fait_de": [ { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 126293, "contribution_Wh": 1620050, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 331519, "contribution_Wh": 1147310, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 119978, "contribution_Wh": 329481, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 3157.32, "contribution_Wh": 312581, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 78933, "contribution_Wh": 252404, "nature": "hypothese" }, { "id": "IA-0211", "designation": "Créer une grande image", "etage": "taches", "quantite": 18943.9, "contribution_Wh": 242308, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 366249, "contribution_Wh": 109875, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 7577.57, "contribution_Wh": 86367, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 23995.6, "contribution_Wh": 84446.9, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 315732, "contribution_Wh": 72861.9, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 75775.7, "contribution_Wh": 45465.8, "nature": "hypothese" } ] }, { "id": "IA-0314", "designation": "Commercial, 1 an", "etage": "activites", "quantite": 2330.49, "contribution_Wh": 3363400, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 338387, "contribution_Wh": 929269, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 57423.2, "contribution_Wh": 654494, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 5639.78, "contribution_Wh": 557874, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 1409950, "contribution_Wh": 325375, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 203032, "contribution_Wh": 290495, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 845967, "contribution_Wh": 253790, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 287116, "contribution_Wh": 172271, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 174321, "contribution_Wh": 108616, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 67677.4, "contribution_Wh": 40606.8, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 67677.4, "contribution_Wh": 30611.3, "nature": "hypothese" } ] }, { "id": "IA-0301", "designation": "Comptable, 1 an", "etage": "activites", "quantite": 3350.84, "contribution_Wh": 2764530, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 280130, "contribution_Wh": 769285, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 206412, "contribution_Wh": 573512, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 67821, "contribution_Wh": 320848, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 1032060, "contribution_Wh": 309617, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 339105, "contribution_Wh": 203465, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 41282.3, "contribution_Wh": 201586, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 796159, "contribution_Wh": 183731, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 9248.31, "contribution_Wh": 105410, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 41282.3, "contribution_Wh": 59066, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 84039, "contribution_Wh": 38011.8, "nature": "hypothese" } ] }, { "id": "IA-0310", "designation": "Data scientist, 1 an", "etage": "activites", "quantite": 803.617, "contribution_Wh": 2546640, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 21215500, "contribution_Wh": 1458220, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 309392, "contribution_Wh": 362706, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 509171, "contribution_Wh": 152751, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 42431, "contribution_Wh": 149326, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 44198.9, "contribution_Wh": 122806, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 21215.5, "contribution_Wh": 100366, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 12729.3, "contribution_Wh": 62158.6, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 5303.87, "contribution_Wh": 60452, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 212155, "contribution_Wh": 48959.2, "nature": "hypothese" }, { "id": "IA-0050", "designation": "Confier une tâche à une IA spécialisée", "etage": "taches", "quantite": 10607700, "contribution_Wh": 21215.5, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 16972.4, "contribution_Wh": 7676.8, "nature": "hypothese" } ] }, { "id": "IA-0303", "designation": "Assistant de direction, 1 an", "etage": "activites", "quantite": 1582.88, "contribution_Wh": 2187460, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 278587, "contribution_Wh": 765048, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 36216.3, "contribution_Wh": 412784, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 1044700, "contribution_Wh": 241087, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 362163, "contribution_Wh": 217300, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 647715, "contribution_Wh": 194314, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 86362, "contribution_Wh": 123565, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 21590.5, "contribution_Wh": 105429, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 20894, "contribution_Wh": 58053.8, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 84969.1, "contribution_Wh": 50981.9, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 41788.1, "contribution_Wh": 18901.2, "nature": "hypothese" } ] }, { "id": "IA-0306", "designation": "Journaliste, 1 an", "etage": "activites", "quantite": 448.077, "contribution_Wh": 2042820, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 35487.7, "contribution_Wh": 1050220, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 123221, "contribution_Wh": 338387, "nature": "hypothese" }, { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 6111.77, "contribution_Wh": 175090, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 21884.1, "contribution_Wh": 106863, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 152794, "contribution_Wh": 91677.4, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 291788, "contribution_Wh": 87536.3, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 18335.3, "contribution_Wh": 86740.9, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 177439, "contribution_Wh": 40947.7, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 9857.7, "contribution_Wh": 34691.8, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 43768.2, "contribution_Wh": 26261.1, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 3943.08, "contribution_Wh": 4404.15, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 3980.42, "contribution_Wh": 1903630, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 577957, "contribution_Wh": 826930, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 131354, "contribution_Wh": 360720, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 63049.8, "contribution_Wh": 298277, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 770609, "contribution_Wh": 231183, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 96326.1, "contribution_Wh": 60019.1, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 77060.9, "contribution_Wh": 46236.9, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 183895, "contribution_Wh": 42437.7, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 63049.8, "contribution_Wh": 37830.2, "nature": "hypothese" } ] }, { "id": "IA-0313", "designation": "Chargé de clientèle, 1 an", "etage": "activites", "quantite": 842.58, "contribution_Wh": 1767170, "nature": "hypothese", "fait_de": [ { "id": "IA-0226", "designation": "Traiter une demande client", "etage": "taches", "quantite": 889764, "contribution_Wh": 1080050, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 96391.1, "contribution_Wh": 264707, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 296588, "contribution_Wh": 177954, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 422638, "contribution_Wh": 126791, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 361467, "contribution_Wh": 83416.1, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 57093.2, "contribution_Wh": 34256.2, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 3493.1, "contribution_Wh": 1670570, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 507198, "contribution_Wh": 725690, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 115272, "contribution_Wh": 316558, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 55330.7, "contribution_Wh": 261759, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 676265, "contribution_Wh": 202879, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 84533.1, "contribution_Wh": 52671.1, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 67626.5, "contribution_Wh": 40576.2, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 161381, "contribution_Wh": 37242.2, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 55330.7, "contribution_Wh": 33198.7, "nature": "hypothese" } ] }, { "id": "IA-0305", "designation": "Chargé de communication, 1 an", "etage": "activites", "quantite": 847.45, "contribution_Wh": 1474210, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 134236, "contribution_Wh": 368635, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 17898.1, "contribution_Wh": 229593, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 1864.39, "contribution_Wh": 184578, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 223727, "contribution_Wh": 134237, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 33559, "contribution_Wh": 107312, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 447454, "contribution_Wh": 103259, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 335590, "contribution_Wh": 100677, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 26847.2, "contribution_Wh": 94482.4, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 5593.17, "contribution_Wh": 63749.4, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 89490.7, "contribution_Wh": 40477.7, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 53694.4, "contribution_Wh": 32216.9, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 13423.6, "contribution_Wh": 14993.3, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 3072.01, "contribution_Wh": 1469190, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 446055, "contribution_Wh": 638208, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 101376, "contribution_Wh": 278397, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 48660.6, "contribution_Wh": 230204, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 594741, "contribution_Wh": 178422, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 74342.6, "contribution_Wh": 46321.5, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 59474.1, "contribution_Wh": 35684.7, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 141927, "contribution_Wh": 32752.6, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 48660.6, "contribution_Wh": 29196.6, "nature": "hypothese" } ] }, { "id": "IA-0309", "designation": "Chercheur, 1 an", "etage": "activites", "quantite": 626.659, "contribution_Wh": 933400, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 6893.24, "contribution_Wh": 197477, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 34466.2, "contribution_Wh": 163053, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 1378.65, "contribution_Wh": 136373, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 24815.7, "contribution_Wh": 121178, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 206797, "contribution_Wh": 62039.2, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 41359.5, "contribution_Wh": 48486.4, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 68932.4, "contribution_Wh": 41359.8, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 11029.2, "contribution_Wh": 38814.6, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 165438, "contribution_Wh": 38178.3, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 12407.8, "contribution_Wh": 34475, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 33087.6, "contribution_Wh": 19852.7, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 1723.31, "contribution_Wh": 19641.8, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 27573, "contribution_Wh": 12471.6, "nature": "hypothese" } ] }, { "id": "IA-0308", "designation": "Juriste, 1 an", "etage": "activites", "quantite": 750.042, "contribution_Wh": 853091, 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}, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 264015, "contribution_Wh": 60927, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 16500.9, "contribution_Wh": 23609.2, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 33661.9, "contribution_Wh": 20197.3, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 5610.32, "contribution_Wh": 19744.2, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 28051.6, "contribution_Wh": 12688.1, "nature": "hypothese" } ] }, { "id": "IA-0316", "designation": "Enseignant, 1 an", "etage": "activites", "quantite": 1430.92, "contribution_Wh": 812288, "nature": "hypothese", "fait_de": [ { "id": "IA-0224", "designation": "Préparer un cours d'une heure", 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"contribution_Wh": 22520.7, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 6296.07, "contribution_Wh": 20132.9, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 3577.31, "contribution_Wh": 17468.4, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 37776.4, "contribution_Wh": 17086.7, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 15740.2, "contribution_Wh": 9444.18, "nature": "hypothese" } ] }, { "id": "IA-0302", "designation": "Chargé des ressources humaines, 1 an", "etage": "activites", "quantite": 847.45, "contribution_Wh": 609646, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 67118.1, "contribution_Wh": 184318, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 16406.6, "contribution_Wh": 77616.7, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 335590, "contribution_Wh": 77444.6, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 251693, "contribution_Wh": 75507.8, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 40270.8, "contribution_Wh": 57618.8, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 82033.2, "contribution_Wh": 49220.3, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 13423.6, "contribution_Wh": 47241.2, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 2237.27, "contribution_Wh": 25499.8, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 33559, "contribution_Wh": 15179.1, "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/grande-ville-de-500-000-habitants/", "lien_court": "https://projetcelsius.com/ia/base/IA-0502/", "json": "https://projetcelsius.com/ia/base/monde/grande-ville-de-500-000-habitants.json", "markdown": "https://projetcelsius.com/ia/base/monde/grande-ville-de-500-000-habitants.md" }, "licence": "CC BY 4.0", "citation": "Projet Celsius, Base Impact de l'IA, « Grande ville de 500 000 habitants, 1 an », IA-0502, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0502/ · CC BY 4.0." }