{ "id": "IA-0503", "version": "0.1", "date": "2026-11-02", "moteur": "0.3.1", "designation": "Ville de 100 000 habitants, 1 an", "titre_court": "Ville (100 000)", "description": "L'usage de l'IA de 100 000 habitants à la moyenne française : usage personnel, études et travail. Une ville de cette taille est proche de la moyenne française, un peu au-dessus pour l'usage personnel, que Eurostat mesure plus fréquent en ville.", "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": 41204800, "basse": 37512500, "haute": 52626500, "unite": "Wh", "fourchette": "propagee", "publie": false }, "co2e": { "valeur": 18883800, "basse": 17191600, "haute": 24118200, "unite": "gCO2e", "publie": false, "lieu": "monde", "gCO2e_par_kWh": 458.29 }, "facteur": null, "recomposition_Wh": 41204800 }, "lieux": { "monde": { "libelle": "Dans le monde", "gCO2e_par_kWh": 458.29, "co2e_gCO2e": 18883800 }, "france": { "libelle": "En France", "gCO2e_par_kWh": 41.44, "co2e_gCO2e": 1707530 }, "ue": { "libelle": "Dans l'Union européenne", "gCO2e_par_kWh": 209.9, "co2e_gCO2e": 8648890 }, "etats-unis": { "libelle": "Aux États-Unis", "gCO2e_par_kWh": 384.4, "co2e_gCO2e": 15839100 }, "allemagne": { "libelle": "En Allemagne", "gCO2e_par_kWh": 329.65, "co2e_gCO2e": 13583200 }, "irlande": { "libelle": "En Irlande", "gCO2e_par_kWh": 256.54, "co2e_gCO2e": 10570700 }, "pays-bas": { "libelle": "Aux Pays-Bas", "gCO2e_par_kWh": 253.56, "co2e_gCO2e": 10447900 }, "pologne": { "libelle": "En Pologne", "gCO2e_par_kWh": 588.6, "co2e_gCO2e": 24253200 }, "suede": { "libelle": "En Suède", "gCO2e_par_kWh": 35.26, "co2e_gCO2e": 1452880 }, "norvege": { "libelle": "En Norvège", "gCO2e_par_kWh": 28.11, "co2e_gCO2e": 1158270 }, "suisse": { "libelle": "En Suisse", "gCO2e_par_kWh": 39.22, "co2e_gCO2e": 1616050 }, "finlande": { "libelle": "En Finlande", "gCO2e_par_kWh": 57.47, "co2e_gCO2e": 2368040 } }, "parametres": [], "reglages": [ { "dimension": "adoption", "actuel": "courant", "valeurs": [ { "cle": "sobre", "libelle": "Usage sobre", "defaut": false, "electricite_Wh": 6900680, "co2e_gCO2e": 3162510 }, { "cle": "courant", "libelle": "Usage courant", "defaut": true, "electricite_Wh": 41204800, "co2e_gCO2e": 18883800 }, { "cle": "intensif", "libelle": "Usage intensif", "defaut": false, "electricite_Wh": 192412000, "co2e_gCO2e": 88180400 } ] }, { "dimension": "outillage", "actuel": "assistant", "valeurs": [ { "cle": "assistant", "libelle": "Assistant conversationnel", "defaut": true, "electricite_Wh": 41204800, "co2e_gCO2e": 18883800 }, { "cle": "suite", "libelle": "IA dans la suite bureautique", "defaut": false, "electricite_Wh": 48870600, "co2e_gCO2e": 22396900 }, { "cle": "agent", "libelle": "Agents", "defaut": false, "electricite_Wh": 336554000, "co2e_gCO2e": 154239000 } ] }, { "dimension": "classe", "actuel": "moyen", "valeurs": [ { "cle": "petit", "libelle": "Petit modèle", "defaut": false, "electricite_Wh": 19249000, "co2e_gCO2e": 8821630 }, { "cle": "moyen", "libelle": "Modèle moyen", "defaut": true, "electricite_Wh": 45925000, "co2e_gCO2e": 21047000 }, { "cle": "grand", "libelle": "Grand modèle", "defaut": false, "electricite_Wh": 141952000, "co2e_gCO2e": 65055100 } ] }, { "dimension": "raisonnement", "actuel": "sans", "valeurs": [ { "cle": "sans", "libelle": "Sans raisonnement", "defaut": true, "electricite_Wh": 41204800, "co2e_gCO2e": 18883800 }, { "cle": "moyen", "libelle": "Raisonnement moyen", "defaut": false, "electricite_Wh": 53384300, "co2e_gCO2e": 24465500 }, { "cle": "pousse", "libelle": "Raisonnement poussé", "defaut": false, "electricite_Wh": 160352000, "co2e_gCO2e": 73487900 } ] }, { "dimension": "taille", "actuel": "standard", "valeurs": [ { "cle": "standard", "libelle": "Image standard", "defaut": true, "electricite_Wh": 41204800, "co2e_gCO2e": 18883800 }, { "cle": "grande", "libelle": "Grande image", "defaut": false, "electricite_Wh": 50443400, "co2e_gCO2e": 23117700 } ] }, { "dimension": "calage", "actuel": "mesures", "valeurs": [ { "cle": "mesures", "libelle": "Calé sur les chiffres publiés", "defaut": true, "electricite_Wh": 41204800, "co2e_gCO2e": 18883800 }, { "cle": "bruts", "libelle": "Facteurs bruts", "defaut": false, "electricite_Wh": 54219400, "co2e_gCO2e": 24848200 } ] }, { "dimension": "duree", "actuel": "an", "valeurs": [ { "cle": "an", "libelle": "Un an", "defaut": true, "electricite_Wh": 41204800, "co2e_gCO2e": 18883800 }, { "cle": "mois", "libelle": "Un mois", "defaut": false, "electricite_Wh": 3433730, "co2e_gCO2e": 1573650 }, { "cle": "jour", "libelle": "Un jour", "defaut": false, "electricite_Wh": 112890, "co2e_gCO2e": 51736.3 } ] } ], "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": 0.00144756, "unitaire_Wh": 28465100000, "contribution_Wh": 41204800, "nature": "convention", "source": "insee-population-2026", "note": "La France ramenée à 100 000 habitants", "adresse": "https://projetcelsius.com/ia/base/monde/france/" } ], "lignage": [ { "id": "IA-0507", "designation": "France, 1 an", "etage": "monde", "quantite": 0.00144756, "contribution_Wh": 41204800, "nature": "convention", "fait_de": [ { "id": "IA-0511", "designation": "25 à 64 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.00129877, "contribution_Wh": 13961500, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 11346, "contribution_Wh": 10970900, "nature": "mesure" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 986.607, "contribution_Wh": 2990660, "nature": "hypothese" } ] }, { "id": "IA-0510", "designation": "Moins de 25 ans en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.00129877, "contribution_Wh": 7511650, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 4522.41, "contribution_Wh": 4372890, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 1582.01, "contribution_Wh": 1529710, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 393.253, "contribution_Wh": 1192050, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 137.566, "contribution_Wh": 416999, "nature": "hypothese" } ] }, { "id": "IA-0513", "designation": "Élèves et étudiants en France, études, 1 an", "etage": "monde", "quantite": 0.00129877, "contribution_Wh": 4622660, "nature": "hypothese", "fait_de": [ { "id": "IA-0318", "designation": "Étudiant, 1 an", "etage": "activites", "quantite": 2931.33, "contribution_Wh": 3123110, "nature": "mesure" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 1945.82, "contribution_Wh": 791568, "nature": "hypothese" }, { "id": "IA-0317", "designation": "Élève du secondaire, 1 an", "etage": "activites", "quantite": 1740.36, "contribution_Wh": 707983, "nature": "hypothese" } ] }, { "id": "IA-0071", "designation": "Développeur, 1 an", "etage": "activites", "quantite": 701.338, "contribution_Wh": 3047440, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 24687100, "contribution_Wh": 1696840, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 324018, "contribution_Wh": 379852, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 97205.5, "contribution_Wh": 266943, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 61717.8, "contribution_Wh": 217201, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 694325, "contribution_Wh": 208297, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 24069.9, "contribution_Wh": 113870, "nature": "hypothese" }, { "id": "IA-0219", "designation": "Faire relire du code", "etage": "taches", "quantite": 77147.2, "contribution_Wh": 98986.6, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 135779, "contribution_Wh": 31333.9, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 19749.7, "contribution_Wh": 28257.5, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 12960.7, "contribution_Wh": 5862.29, "nature": "hypothese" } ] }, { "id": "IA-0307", "designation": "Consultant, 1 an", "etage": "activites", "quantite": 773.42, "contribution_Wh": 1638540, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 10209.1, "contribution_Wh": 292471, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 20418.3, "contribution_Wh": 232722, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 2041.83, "contribution_Wh": 201973, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 36752.9, "contribution_Wh": 179469, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 30627.4, "contribution_Wh": 144893, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 204183, "contribution_Wh": 122511, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 408366, "contribution_Wh": 94239.1, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 306274, "contribution_Wh": 91882.3, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 24501.9, "contribution_Wh": 86228.7, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 30627.4, "contribution_Wh": 85097.9, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 49003.9, "contribution_Wh": 70113.9, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 81673.2, "contribution_Wh": 36941.7, "nature": "hypothese" } ] }, { "id": "IA-0073", "designation": "Salarié de bureau, 1 an", "etage": "activites", "quantite": 1123.6, "contribution_Wh": 1444990, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 247192, "contribution_Wh": 678833, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 593262, "contribution_Wh": 177979, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 185394, "contribution_Wh": 111238, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 29663.1, "contribution_Wh": 104392, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 370789, "contribution_Wh": 85567.4, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 14831.5, "contribution_Wh": 72424.2, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 6179.81, "contribution_Wh": 70435.8, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 22247.3, "contribution_Wh": 61813.9, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 29663.1, "contribution_Wh": 42441.4, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 49438.5, "contribution_Wh": 22361.6, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 29168.7, "contribution_Wh": 17501.4, "nature": "hypothese" } ] }, { "id": "IA-0312", "designation": "Vidéaste, 1 an", "etage": "activites", "quantite": 157.801, "contribution_Wh": 1162250, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 12497.8, "contribution_Wh": 369860, "nature": "hypothese" }, { "id": "IA-0214", "designation": "Créer un clip de 10 secondes", "etage": "taches", "quantite": 1041.49, "contribution_Wh": 353598, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 3471.62, "contribution_Wh": 343698, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 4165.95, "contribution_Wh": 53439.6, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 6943.25, "contribution_Wh": 24029, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 24995.7, "contribution_Wh": 7498.71, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 22218.4, "contribution_Wh": 5127.36, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 6665.52, "contribution_Wh": 3999.34, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 2221.84, "contribution_Wh": 1004.96, "nature": "hypothese" } ] }, { "id": "IA-0304", "designation": "Manager ou dirigeant, 1 an", "etage": "activites", "quantite": 1394.88, "contribution_Wh": 1131470, "nature": "hypothese", "fait_de": [ { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 981998, "contribution_Wh": 226617, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 46031.2, "contribution_Wh": 224776, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 12888.7, "contribution_Wh": 146902, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 1227.5, "contribution_Wh": 121421, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 383593, "contribution_Wh": 115078, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 29459.9, "contribution_Wh": 103677, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 128887, "contribution_Wh": 77333, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 46031.2, "contribution_Wh": 65860.5, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 14730, "contribution_Wh": 40927, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 19640, "contribution_Wh": 8883.38, "nature": "hypothese" } ] }, { "id": "IA-0512", "designation": "65 ans et plus en France, usage personnel, 1 an", "etage": "monde", "quantite": 0.00129877, "contribution_Wh": 944041, "nature": "mesure", "fait_de": [ { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 523.972, "contribution_Wh": 506648, "nature": "mesure" }, { "id": "IA-0074", "designation": "Usage personnel gratuit, 1 an", "etage": "activites", "quantite": 243.214, "contribution_Wh": 235173, "nature": "hypothese" }, { "id": "IA-0319", "designation": "ChatGPT Plus, 1 an", "etage": "activites", "quantite": 66.7118, "contribution_Wh": 202221, "nature": "hypothese" } ] }, { "id": "IA-0311", "designation": "Graphiste, 1 an", "etage": "activites", "quantite": 287.029, "contribution_Wh": 860630, "nature": "hypothese", "fait_de": [ { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 25258.6, "contribution_Wh": 324010, "nature": "hypothese" }, { "id": "IA-0212", "designation": "Retoucher une photo", "etage": "taches", "quantite": 66303.7, "contribution_Wh": 229463, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 23995.6, "contribution_Wh": 65896.1, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 631.464, "contribution_Wh": 62516.2, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 15786.6, "contribution_Wh": 50480.8, "nature": "hypothese" }, { "id": "IA-0211", "designation": "Créer une grande image", "etage": "taches", "quantite": 3788.78, "contribution_Wh": 48461.6, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 73249.8, "contribution_Wh": 21974.9, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 1515.51, "contribution_Wh": 17273.4, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 4799.13, "contribution_Wh": 16889.4, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 63146.4, "contribution_Wh": 14572.4, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 15155.1, "contribution_Wh": 9093.16, "nature": "hypothese" } ] }, { "id": "IA-0314", "designation": "Commercial, 1 an", "etage": "activites", "quantite": 466.098, "contribution_Wh": 672680, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 67677.4, "contribution_Wh": 185854, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 11484.6, "contribution_Wh": 130899, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 1127.96, "contribution_Wh": 111575, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 281989, "contribution_Wh": 65075, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 40606.4, "contribution_Wh": 58098.9, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 169193, "contribution_Wh": 50758, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 57423.2, "contribution_Wh": 34454.2, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 34864.1, "contribution_Wh": 21723.2, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 13535.5, "contribution_Wh": 8121.35, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 13535.5, "contribution_Wh": 6122.25, "nature": "hypothese" } ] }, { "id": "IA-0301", "designation": "Comptable, 1 an", "etage": "activites", "quantite": 670.168, "contribution_Wh": 552906, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 56026, "contribution_Wh": 153857, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 41282.3, "contribution_Wh": 114702, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 13564.2, "contribution_Wh": 64169.6, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 206412, "contribution_Wh": 61923.5, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 67821, "contribution_Wh": 40692.9, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 8256.46, "contribution_Wh": 40317.3, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 159232, "contribution_Wh": 36746.1, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 1849.66, "contribution_Wh": 21081.9, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 8256.46, "contribution_Wh": 11813.2, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 16807.8, "contribution_Wh": 7602.36, "nature": "hypothese" } ] }, { "id": "IA-0310", "designation": "Data scientist, 1 an", "etage": "activites", "quantite": 160.723, "contribution_Wh": 509327, "nature": "hypothese", "fait_de": [ { "id": "IA-0217", "designation": "Obtenir une suggestion de code", "etage": "taches", "quantite": 4243100, "contribution_Wh": 291644, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 61878.5, "contribution_Wh": 72541.2, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 101834, "contribution_Wh": 30550.3, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 8486.19, "contribution_Wh": 29865.1, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 8839.78, "contribution_Wh": 24561.2, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 4243.1, "contribution_Wh": 20073.3, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 2545.86, "contribution_Wh": 12431.7, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 1060.77, "contribution_Wh": 12090.4, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 42431, "contribution_Wh": 9791.84, "nature": "hypothese" }, { "id": "IA-0050", "designation": "Confier une tâche à une IA spécialisée", "etage": "taches", "quantite": 2121550, "contribution_Wh": 4243.1, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 3394.48, "contribution_Wh": 1535.36, "nature": "hypothese" } ] }, { "id": "IA-0303", "designation": "Assistant de direction, 1 an", "etage": "activites", "quantite": 316.576, "contribution_Wh": 437493, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 55717.4, "contribution_Wh": 153010, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 7243.26, "contribution_Wh": 82556.7, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 208940, "contribution_Wh": 48217.4, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 72432.6, "contribution_Wh": 43460, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 129543, "contribution_Wh": 38862.9, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 17272.4, "contribution_Wh": 24713, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 4318.1, "contribution_Wh": 21085.8, "nature": "hypothese" }, { "id": "IA-0208", "designation": "Analyser un tableur", "etage": "taches", "quantite": 4178.81, "contribution_Wh": 11610.8, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 16993.8, "contribution_Wh": 10196.4, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 8357.61, "contribution_Wh": 3780.24, "nature": "hypothese" } ] }, { "id": "IA-0306", "designation": "Journaliste, 1 an", "etage": "activites", "quantite": 89.6154, "contribution_Wh": 408563, "nature": "hypothese", "fait_de": [ { "id": "IA-0216", "designation": "Transcrire et résumer une réunion d'une heure", "etage": "taches", "quantite": 7097.54, "contribution_Wh": 210044, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 24644.2, "contribution_Wh": 67677.3, "nature": "hypothese" }, { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 1222.35, "contribution_Wh": 35017.9, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 4376.82, "contribution_Wh": 21372.5, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 30558.9, "contribution_Wh": 18335.5, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 58357.6, "contribution_Wh": 17507.3, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 3667.06, "contribution_Wh": 17348.2, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 35487.7, "contribution_Wh": 8189.54, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 1971.54, "contribution_Wh": 6938.36, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 8753.63, "contribution_Wh": 5252.23, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 788.616, "contribution_Wh": 880.831, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 796.084, "contribution_Wh": 380727, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 115591, "contribution_Wh": 165386, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 26270.8, "contribution_Wh": 72144, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 12610, "contribution_Wh": 59655.3, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 154122, "contribution_Wh": 46236.5, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 19265.2, "contribution_Wh": 12003.8, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 15412.2, "contribution_Wh": 9247.39, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 36779.1, "contribution_Wh": 8487.55, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 12610, "contribution_Wh": 7566.04, "nature": "hypothese" } ] }, { "id": "IA-0313", "designation": "Chargé de clientèle, 1 an", "etage": "activites", "quantite": 168.516, "contribution_Wh": 353434, "nature": "hypothese", "fait_de": [ { "id": "IA-0226", "designation": "Traiter une demande client", "etage": "taches", "quantite": 177953, "contribution_Wh": 216009, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 19278.2, "contribution_Wh": 52941.3, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 59317.6, "contribution_Wh": 35590.9, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 84527.6, "contribution_Wh": 25358.3, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 72293.3, "contribution_Wh": 16683.2, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 11418.6, "contribution_Wh": 6851.24, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 698.62, "contribution_Wh": 334115, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 101440, "contribution_Wh": 145138, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 23054.5, "contribution_Wh": 63311.6, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 11066.1, "contribution_Wh": 52351.8, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 135253, "contribution_Wh": 40575.9, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 16906.6, "contribution_Wh": 10534.2, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 13525.3, "contribution_Wh": 8115.24, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 32276.3, "contribution_Wh": 7448.43, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 11066.1, "contribution_Wh": 6639.75, "nature": "hypothese" } ] }, { "id": "IA-0305", "designation": "Chargé de communication, 1 an", "etage": "activites", "quantite": 169.49, "contribution_Wh": 294842, "nature": "hypothese", "fait_de": [ { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 26847.2, "contribution_Wh": 73727.1, "nature": "hypothese" }, { "id": "IA-0213", "designation": "Créer un visuel en 4 essais", "etage": "taches", "quantite": 3579.63, "contribution_Wh": 45918.5, "nature": "hypothese" }, { "id": "IA-0047", "designation": "Créer un clip de 5 secondes", "etage": "taches", "quantite": 372.878, "contribution_Wh": 36915.7, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 44745.4, "contribution_Wh": 26847.5, "nature": "hypothese" }, { "id": "IA-0046", "designation": "Créer une image", "etage": "taches", "quantite": 6711.81, "contribution_Wh": 21462.3, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 89490.7, "contribution_Wh": 20651.9, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 67118.1, "contribution_Wh": 20135.4, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 5369.44, "contribution_Wh": 18896.5, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 1118.63, "contribution_Wh": 12749.9, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 17898.1, "contribution_Wh": 8095.54, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 10738.9, "contribution_Wh": 6443.39, "nature": "hypothese" }, { "id": "IA-0204", "designation": "Rédiger un article de 1 000 mots", "etage": "taches", "quantite": 2684.72, "contribution_Wh": 2998.65, "nature": "hypothese" } ] }, { "id": "IA-0315", "designation": "Métier de terrain (technicien, soignant), 1 an", "etage": "activites", "quantite": 614.401, "contribution_Wh": 293837, "nature": "hypothese", "fait_de": [ { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 89211.1, "contribution_Wh": 127642, "nature": "hypothese" }, { "id": "IA-0209", "designation": "Faire une recherche web assistée par une IA", "etage": "taches", "quantite": 20275.2, "contribution_Wh": 55679.3, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 9732.12, "contribution_Wh": 46040.8, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 118948, "contribution_Wh": 35684.4, "nature": "hypothese" }, { "id": "IA-0215", "designation": "Parler en mode vocal, 1 minute", "etage": "taches", "quantite": 14868.5, "contribution_Wh": 9264.31, "nature": "hypothese" }, { "id": "IA-0206", "designation": "Traduire une page", "etage": "taches", "quantite": 11894.8, "contribution_Wh": 7136.95, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 28385.3, "contribution_Wh": 6550.52, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 9732.12, "contribution_Wh": 5839.32, "nature": "hypothese" } ] }, { "id": "IA-0309", "designation": "Chercheur, 1 an", "etage": "activites", "quantite": 125.332, "contribution_Wh": 186680, "nature": "hypothese", "fait_de": [ { "id": "IA-0225", "designation": "Mener une recherche documentaire, 10 sources", "etage": "taches", "quantite": 1378.65, "contribution_Wh": 39495.4, "nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 6893.24, "contribution_Wh": 32610.6, "nature": "hypothese" }, { "id": "IA-0045", "designation": "Faire une recherche approfondie", "etage": "taches", "quantite": 275.73, "contribution_Wh": 27274.6, "nature": "hypothese" }, { "id": "IA-0207", "designation": "Résumer un document de 30 pages", "etage": "taches", "quantite": 4963.14, "contribution_Wh": 24235.6, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 41359.5, "contribution_Wh": 12407.8, "nature": "hypothese" }, { "id": "IA-0218", "designation": "Générer une fonction", "etage": "taches", "quantite": 8271.89, "contribution_Wh": 9697.29, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 13786.5, "contribution_Wh": 8271.96, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 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"nature": "hypothese" }, { "id": "IA-0043", "designation": "Interroger un PDF de 30 pages", "etage": "taches", "quantite": 3281.33, "contribution_Wh": 15523.3, "nature": "hypothese" }, { "id": "IA-0202", "designation": "Écrire un e-mail", "etage": "taches", "quantite": 67118.1, "contribution_Wh": 15488.9, "nature": "hypothese" }, { "id": "IA-0042", "designation": "Poser une question rapide", "etage": "taches", "quantite": 50338.5, "contribution_Wh": 15101.6, "nature": "hypothese" }, { "id": "IA-0227", "designation": "Rédiger un compte rendu", "etage": "taches", "quantite": 8054.17, "contribution_Wh": 11523.8, "nature": "hypothese" }, { "id": "IA-0205", "designation": "Corriger ou reformuler une page", "etage": "taches", "quantite": 16406.6, "contribution_Wh": 9844.07, "nature": "hypothese" }, { "id": "IA-0201", "designation": "Avoir une conversation de 10 échanges", "etage": "taches", "quantite": 2684.72, "contribution_Wh": 9448.24, "nature": "hypothese" }, { "id": "IA-0223", "designation": "Préparer une présentation de 10 diapositives", "etage": "taches", "quantite": 447.454, "contribution_Wh": 5099.95, "nature": "hypothese" }, { "id": "IA-0203", "designation": "Rédiger une page", "etage": "taches", "quantite": 6711.81, "contribution_Wh": 3035.83, "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/ville-de-100-000-habitants/", "lien_court": "https://projetcelsius.com/ia/base/IA-0503/", "json": "https://projetcelsius.com/ia/base/monde/ville-de-100-000-habitants.json", "markdown": "https://projetcelsius.com/ia/base/monde/ville-de-100-000-habitants.md" }, "licence": "CC BY 4.0", "citation": "Projet Celsius, Base Impact de l'IA, « Ville de 100 000 habitants, 1 an », IA-0503, version 0.1, 2 novembre 2026, projetcelsius.com/ia/base/IA-0503/ · CC BY 4.0." }