# L’intelligence artificielle peut-elle contrer l'hégémonie du carbone ?
**Date de l'événement :** 21/10/2025
* Publié le 21/10/2025

### Date
01/11/2025

## Chapô
**Aux États-Unis, le Yale Center for Environmental Justice, que dirige l’auteur de cet article, met au point des outils d’intelligence artificielle qui permettent aux communautés les plus exposées aux impacts du réchauffement de documenter les dommages qu’elles subissent et de demander des comptes aux parties responsables. L’ambition est de faire de ces communautés les leaders intellectuels, moraux et économiques de la lutte contre l’hégémonie du carbone.**

## Corps du texte
Les _Cahiers de prison_ d’Antonio Gramsci sont une ressource stratégique pour les communautés subordonnées, opprimées ou impuissantes qui cherchent à créer du changement en contexte de grande difficulté. Dans cet ouvrage, Gramsci propose une définition novatrice de l’hégémonie. Il la voit comme une sorte de bruit de fond qui nous enveloppe tous, comme un ensemble d’attitudes, d’idées et d’infrastructures économiques, sociales et physiques qui fabriquent et imposent le consentement tout en limitant radicalement l’action politique. L’idéologie devient alors un ensemble de croyances qui « ont un sens ». Ces croyances, élaborées par les groupes dominants, s’articulent entre elles pour renforcer l’hégémonie ou sont contestées par les mouvements populaires qui émergent pour saper l’hégémonie.

Selon la conception puissante de Gramsci, le « sens commun » est le champ de bataille décisif. C’est là que l’idéologie se heurte aux contradictions du monde réel, là que les idées dominantes telles que « l’énergie fossile est la meilleure source d’énergie » se confrontent à ce que les individus voient et vivent réellement, comme les dégâts substantiels que l’énergie fossile cause à la planète. Or, les nombreuses fissures du sens commun sont précisément le lieu où la contre-hégémonie peut se former, en remettant en cause le statu quo et en proposant une vision du monde plus cohérente, plus consciente et progressiste.

Ce qu’ont en commun le changement climatique et l’IA 
-----------------------------------------------------

Nous avons aujourd’hui une occasion formidable d’accomplir un travail contre l’hégémonie du carbone (autrement dit, l’hégémonie des combustibles fossiles), à l’intersection de l’intelligence artificielle (IA) et du changement climatique. Considérés comme des menaces existentielles pour l’humanité, l’IA et le changement climatique contiennent tous deux des contradictions extrêmes : ce sont des choses que nous créons mais qui nous anéantiront. C’est-à-dire des problèmes pour lesquels le sens commun (au sens gramscien) s’effondre complètement. Par exemple, en ce qui concerne l’IA, Fidji Simo, présidente directrice générale des applications chez OpenAI, s’est présentée au monde dans une lettre ouverte où elle déclarait : _« Si nous réussissons, l’IA pourra donner à chacun plus de pouvoir que jamais. »_ Mais le chemin qu’elle trace pour acquérir ce pouvoir ne passe jamais réellement par les structures en place. Dans le même texte, elle poursuit : _« À l’avenir, les individus pourront entreprendre de nouvelles actions sans avoir besoin d’autorisation, de capital ou de références. »_ La seule source de transformation serait ici les données et la logique de l’IA. En ce qui concerne le changement climatique, il existe un même fossé entre, d’un côté, le discours dominant, axé principalement sur les données et la logique de la science atmosphérique et sur les technologies zéro carbone, de l’autre, les bouleversements politiques, économiques et sociaux nécessaires pour résoudre le problème.

En s’appuyant sur diverses communautés et cultures autochtones à travers le monde, le mouvement pour la justice climatique cherche à combler ce fossé et constitue depuis des décennies la principale force contre-hégémonique dans le domaine du climat. En partenariat avec certaines de ces communautés, le Yale Center for Environmental Justice met activement au point, depuis 2023, une IA destinée à soutenir ce travail, à amplifier la voix des citoyens pour faire évoluer le sens commun et à accroître le pouvoir des communautés situées en première ligne du changement climatique.

Cet article en présente les différentes modalités ainsi que les outils qui pourraient renforcer la mobilisation sociale, économique et politique contre l’hégémonie du carbone. Il explique les raisons pour lesquelles l’IA est encore si rarement utilisée à des fins contre-hégémoniques, raisons qui tiennent notamment aux paradoxes inhérents à son utilisation. Il montre que les travaux à l’intersection de l’IA et du changement climatique ont le potentiel d’exploiter ces paradoxes dans le but d’aider les communautés locales à prendre conscience des structures et des idéologies qui augmenterait leur pouvoir et déboucheraient sur des décisions plus justes.

![](data:image/png;base64,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)

L’IA et la futilité de l’« intelligence » dans le débat sur le climat
---------------------------------------------------------------------

En général, l’IA se répartit en trois modalités d’utilisation : elle peut aider à mieux comprendre en collectant, résumant et analysant des données ; elle peut faire émerger de nouvelles idées ; elle peut stimuler l’action en automatisant, en optimisant ou en accélérant les activités du monde réel. Dans le cadre idéologique actuellement scientifisé du changement climatique, les applications très prometteuses de l’IA ne manquent pas pour exercer ces trois modalités (voir tableau 1).

Les progrès imputés à l’IA générative sont certes les bienvenus, mais bien avant son apparition, nous ne manquions pas de solutions technologiques pour nous attaquer aux causes du changement climatique. L’électricité solaire est aujourd’hui moins chère que celle produite par de nombreuses centrales à charbon, et il existe des alternatives comportementales ou technologiques zéro carbone à la quasi-totalité des grandes activités humaines. Les véritables défis pour atténuer le changement climatique ne sont plus technologiques. Ils sont sociaux, économiques et politiques.

La planète entière est sous l’emprise d’une hégémonie du carbone, soutenue par une infrastructure physique persistante (routes, avions, types de production alimentaire, etc., la liste est longue) et par une infrastructure idéologique qui intègre les marchés mondiaux, les institutions politiques, les multiples formes de consentement et de cooptation qui lient divers groupes aux systèmes néfastes existants et même certaines formes extrêmes d’obscurcissement. Il convient de noter, par exemple, qu’après trente conférences des parties (COP), le texte de la Convention-cadre des Nations unies sur les changements climatiques (CCNUCC) ne fait toujours pas la moindre mention des combustibles fossiles.

Nos plus grands défis ne portent donc pas sur la compréhension du climat, sur l’innovation technologique, ni même sur les moyens d’agir. Comme Al Gore l’a déjà pointé il y a près de trente ans et comme le confirment aujourd’hui tous les responsables et militants écologiques, ils résultent du manque de volonté politique, économique et sociale de laisser les combustibles fossiles dans le sol et hors de l’atmosphère.

Justice climatique et hégémonie du carbone
------------------------------------------

Selon presque toutes les définitions de la justice, les personnes les plus touchées par une injustice doivent avoir une voix importante, voire dominante, dans les processus de réparation. Nulle part la disjonction entre cette éthique fondamentale n’est plus extrême que dans le cas du changement climatique. On peine à concevoir comment les victimes des récentes inondations au Texas ou les millions de personnes exposées pendant un mois entier à des températures diurnes moyennes supérieures à 40 °C en Inde pourraient aujourd’hui avoir leur mot à dire sur des politiques mondiales qui continuent à autoriser l’émission de dizaines de gigatonnes de dioxyde de carbone et d’autres gaz à effet de serre (GES) issus principalement des combustibles fossiles. La prévention sous forme de réduction des GES reste la solution idéale, mais il serait également souhaitable que la voix des communautés climatiques de première ligne devienne audible dans les appels de fonds pour les mesures d’adaptation aux impacts les plus graves du changement climatique ainsi que dans leur mise en œuvre.

Ce fossé éthique fait partie intégrante de l’hégémonie physique, économique et socioculturelle qui défend l’augmentation incessante des émissions de GES. Le sens commun n’est pas seulement défini par les infrastructures énergétiques et agricoles de la vie quotidienne, mais aussi par une compréhension chaotique des facteurs qui déterminent les impacts climatiques tels que les vagues de chaleur et les inondations et par plus d’un demi-siècle de désinformation active sur le rôle des combustibles fossiles dans les catastrophes climatiques.

Le mouvement pour la justice climatique place résolument la question du pouvoir au centre de son discours sur le changement climatique. Ses différents courants défendent des récits qui démystifient l’inévitabilité du changement climatique en identifiant ses gagnants et ses perdants à travers le monde, à travers les générations, les espèces (y compris l’espèce humaine) et les zones géographiques, qu’elles soient locales ou mondiales. La contre-idéologie consiste à reconnaître qu’il existe des parties responsables et identifiables à plusieurs échelles et que l’action climatique requiert un changement de pouvoir et d’idéologie en faveur, non plus du carbone, mais de ceux qui sont les plus exposés au changement climatique, y compris la nature elle-même.

L’un des principaux moyens de contester l’idéologie dominante consiste à donner aux communautés de première ligne un rôle intellectuel, moral et, à terme, économique important dans la trajectoire vers l’abandon des combustibles fossiles. Ces moyens s’exercent sur au moins trois terrains majeurs.

Le premier terrain est celui de la définition du problème climatique, ou la façon dont le changement climatique est décrit et attribué à des causes et à des parties responsables (ce qui reste un domaine important de débat matériel et idéologique). Les militants pour la justice climatique cherchent ainsi à mieux faire comprendre l’ampleur du changement en cours et l’étendue de ses impacts sur les communautés humaines et naturelles. Une compréhension et une prise de conscience accrues sont essentielles pour mettre au jour les contradictions morales et idéologiques des systèmes dominants.

Le deuxième terrain est celui de l’atténuation du changement climatique, c’est-à-dire des mesures à prendre pour réduire les émissions de GES et atteindre la neutralité carbone. Le mouvement pour la justice climatique souligne le rôle central que doivent jouer les communautés de première ligne dans l’évolution vers une économie sans combustibles fossiles (autrement dit vers une transition juste). Il est fait grand cas de la valeur marchande du secteur des combustibles fossiles (7 000 à 10 000 milliards de dollars) et des immenses réserves attestées de combustibles (qui ne devraient jamais être utilisées si nous voulons éviter une catastrophe climatique). Mais les liquidités, ou transactions monétaires quotidiennes des industries connexes (des dockers aux entreprises de restauration en passant par les chauffeurs routiers et les négociants en énergie), dépassent sans aucun doute cette valeur chaque année et servent en quelque sorte de ciment économique à l’hégémonie du carbone qui nous relie tous. À titre d’exemple, les subventions accordées aux seules industries des combustibles fossiles s’élèvent à plus de 7 000 milliards de dollars par an.

Le troisième terrain est celui de l’adaptation au climat : comment les communautés et les populations s’adaptent-elles au changement climatique à différentes échelles de temps et d’espace ainsi que dans leurs relations avec le monde économique, politique et naturel ? Que nous le voulions ou non, le changement climatique transforme les communautés à tous les niveaux. La justice climatique cherche donc à renforcer le pouvoir de ceux qui subissent la pression la plus intense afin de structurer leur adaptation et de préparer l’avenir.

Bien que les communautés de première ligne soient en droit de revendiquer un leadership moral et éthique en raison de leur expérience directe des effets du changement climatique, elles se heurtent à des obstacles informationnels et idéologiques redoutables sur chacun de ces trois terrains. C’est précisément ces obstacles que l’IA peut aider à surmonter.

Du sens commun au bon sens
--------------------------

L’hégémonie se sert de la fragmentation et de la contradiction pour maintenir un sens commun contraire aux intérêts des groupes opprimés. Dans le cas du changement climatique, les concepts qui animent les trois terrains décrits ci-dessus sont trop divers, trop contradictoires et trop nombreux pour être répertoriées ici, mais ce n’est pas un hasard si, entre 2020 et 2022, l’industrie des combustibles fossiles a dépensé au moins 5,8 milliards de dollars pour obscurcir le débat sur le climat aux seuls États-Unis. La désinformation est un élément clé pour maintenir le statu quo face aux preuves accablantes des dégradations commises par la combustion fossile.

À cause de ce flot de mensonges, la plupart des acteurs du climat, y compris ceux de la justice climatique, n’ont pas la capacité de documenter les dommages auxquels ils sont confrontés ni de demander des comptes aux parties responsables. Lorsque des engagements sont pris pour prévenir et atténuer les impacts du changement climatique ou pour soutenir l’adaptation, les discours à géométrie variable sur les notions de causalité et de responsabilité sont là pour les faire échouer. Par exemple, la science du vortex polaire ne parvient pas à s’imposer face aux discours médiatiques qui mettent en doute le changement climatique avec des interpellations telles que « comment la planète peut-elle se réchauffer alors que nous connaissons des journées hivernales exceptionnellement froides ? », « est-il vrai qu’il faut autant d’énergie fossile pour construire une centrale solaire que pour faire fonctionner un générateur à charbon pendant trente ans ? », « pourquoi les compagnies d’assurance ne peuvent-elles plus assurer les maisons en Floride ? »

Si l’hégémonie du carbone repose fortement et abondamment sur un sens commun fragmenté et contradictoire, les contre-discours peuvent utiliser cette fragmentation et ces contradictions pour faire advenir un« bon sens » générateur de possibilités contre-hégémoniques. L’IA peut dès lors aider les communautés de première ligne en leur fournissant une base informationnelle et idéologique qui viendra consolider la position morale qu’elles occupent déjà en matière de changement climatique et qui les placera au centre des débats sur le climat en les aidant à construire des contre-idéologies efficaces. Le tableau 2 fournit des exemples de la manière dont les trois modalités d’utilisation de l’IA (comprendre, générer, agir) peuvent contribuer à une évolution vers ce bon sens.![](data:image/png;base64,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)

Le Yale Center for Environmental Justice et ses partenaires ont jusqu’à présent mis au point et déployé des prototypes d’outils correspondant aux objectifs des deux premières colonnes du tableau 2. Le premier, Connecticut EJ Advisor1, a été conçu pour répondre à un besoin d’outils d’organisation évolutifs dans l’État du Connecticut. Il fournit une IA rudimentaire qui aide les communautés à répondre de manière formelle à des processus d’autorisation généralement opaques et inaccessibles. Il fournit aussi des données de base sur les risques climatiques à venir.

Le deuxième outil, Public Participation in Environmental Rule-Making (alias Pepper), met en place, dans tous les États-Unis, des instances d’IA spécifiques à chaque communauté. Les organisations et leurs responsables peuvent créer leurs propres versions pour aider leurs membres à formuler des commentaires publics personnalisés et juridiquement recevables sur les nouvelles propositions réglementaires. Une version dérivée (Dr Pepper) a été mise au point pour générer des projets de commentaires publics fondés sur les propres recherches et analyses politiques de ces communautés, beaucoup plus détaillées. Un troisième prototype, encore à un stade précoce, intitulé Climate Action & Information for communities (cAIc), est une version globale de Pepper, conçue pour fonctionner dans des environnements politiques et réglementaires extrêmement divers et pour servir une grande variété de modèles de mobilisation communautaire.

Les outils d’IA pertinents pour les objectifs de la troisième colonne du tableau 2 — l’adaptation au changement climatique — constituent une prochaine étape cruciale. Les communautés de première ligne n’ont pas seulement besoin d’acquérir du pouvoir dans les débats sur l’impact et sur l’atténuation du changement climatique, elles doivent aussi se doter urgemment de capacités d’adaptation au changement climatique en temps réel et contribuer, en apportant leurs propres savoirs, aux luttes qui détermineront leur avenir.

Les paradoxes de l’IA contre- hégémonique
-----------------------------------------

_« \[La praxis\] doit être une critique du “sens commun”, \[…\] il ne s’agit pas d’introduire à partir de zéro une forme de pensée scientifique dans la vie individuelle de chacun, mais de rénover et de rendre critique une activité existante »_, écrivait Gramsci. Les conceptions gramsciennes de l’hégémonie ne viennent pas de nulle part : elles sont issues des contradictions inhérentes à nos expériences quotidiennes. Les outils contre-hégémoniques ont fait ressortir au moins deux types de conflits internes, déjà bien connus des communautés que les utilisent. Le premier a trait à l’engagement spécifique vis-à-vis du changement climatique et de l’hégémonie du carbone, le second concerne les inégalités intrinsèquement exacerbées par l’IA.

L’une des questions majeures qui se posera à court terme sur l’utilisation de l’IA à des fins de justice climatique est celle posée par les centres de données, dont le déploiement irresponsable a principalement affecté les communautés subissant déjà l’injustice environnementale. La nouvelle installation xAI à Memphis, dans le Tennessee, qui se vante d’avoir bâti le plus grand centre de calcul IA au monde en moins de quatre mois, en fournit un exemple flagrant. Cette rapidité a été rendue possible grâce à l’exploitation d’une faille dans les permis de construire et à l’installation de turbines à gaz « temporaires » dans un quartier à majorité afro-américain, déjà en proie à une mauvaise qualité de l’air.

L’essor de l’IA ne cause pas uniquement des problèmes d’injustice environnementale. Compte tenu de leurs besoins énergétiques très élevés, les entreprises d’IA en viennent à prétendre que la lutte contre les émissions de GES est « terminée » et que le développement de l’IA est plus important que cette lutte. Les faits contredisent ces déclarations extravagantes en matière d’énergie : l’ensemble des centres de données (y compris ceux utilisés pour l’IA) ne devraient contribuer qu’à environ 8 % de la croissance de la demande d’électricité au cours des cinq prochaines années. Le déploiement de l’IA pose certes des questions légitimes de capacité énergétique, mais la frénésie avec laquelle les pollueurs cherchent à établir des compromis avec la justice climatique et résistent aux politiques d’atténuation relève d’une stratégie éprouvée d’exagération. En avançant des besoins absurdement élevés, ils assouplissent le terrain réglementaire afin d’obtenir plus rapidement des autorisations et des subventions pour accroître leurs capacités électriques. L’hégémonie du carbone ne fait que les conforter : le slogan « Drill baby, drill » (« Forez, forez ! »), adopté par plusieurs candidats à la présidence étatsunienne au cours des décennies récentes, dont Donald Trump, prône le développement sans entrave des combustibles fossiles, précisément pour répondre à ces besoins.

Certains voient même l’IA comme un facteur de renforcement de cette hégémonie, car elle contribuerait à l’exploitation des groupes défavorisés. Selon la sociologue Jen Schradie, par exemple, les élites ont une bonne longueur d’avance dans leur capacité à participer aux produits de l’IA, à les interpréter et à y être représentées. Les grands modèles linguistiques comportent, dans les sources qu’ils ont ingérées, des biais inhérents à la surreprésentation des élites, et la collecte non rémunérée de ces sources constitue en soi une vaste expropriation intellectuelle au profit des entreprises technologiques et des investisseurs.

En dépit de ces contradictions, l’IA peut permettre aux communautés de première ligne d’amorcer une évolution du sens commun (en tant que lieu fondamental d’exposition des tensions) vers le bon sens, c’est-à-dire vers des approches plus éthiques et plus critiques de la situation climatique. Les termes actuels du débat sur l’environnement et sur l’IA sont binaires et ils entretiennent l’illusion que faire peser des contraintes sur les ressources est une menace pour le progrès.

En parvenant à démontrer que l’IA est suffisamment rentable pour financer elle-même de l’énergie propre et déployée de manière responsable, le mouvement pour la justice climatique ouvre une voie alternative, subversive dans son insistance à réclamer qu’une technologie de pointe telle que l’IA s’applique au traitement des impacts sociaux, économiques et environnementaux du changement climatique. En recourant à l’IA à des fins explicites de pouvoir et de volonté politiques, il soutient que l’utilisation de l’IA est politique, il crée des fissures dans les discours dominants et remet directement en question la fracture numérique.

Les communautés qui se battent pour la justice environnementale et climatique commencent à recourir à l’IA pour traiter ce que John Lewis, l’une des figures du mouvement des droits civiques aux États-Unis, appelait « le bon problème ». Il est probable que plus elles créeront et utiliseront des systèmes d’IA, plus leurs approches hybrides seront en mesure de déconstruire les biais d’utilisation de cette technologie et de lui infuser des principes démocratiques (par exemple, les principes de Jemez2). Plus important encore, de nouvelles voies s’ouvriront pour remettre en question le sens commun oppressif et le remplacer par une intelligence organique qui comprenne, génère et agisse de manière contre-hégémonique.

Le changement climatique et l’IA sont, par nature, révélatrices des contradictions qui maintiennent un statu quo oppressif. La prise en compte des menaces existentielles en cours et de ces contradictions est essentielle à l’émergence d’un bon sens, c’est-à- dire d’une vision partagée qui œuvre en faveur d’un monde plus juste sur le plan économique et environnemental.

**Références :**

*   Allen T., Coffin M., _Unburnable Carbon. Ten years On_, Londres, Carbon Tracker Initiative, 2022,
*   Black S., Parry I., Vernon-Lin, N., _Les Subventions aux énergies fossiles ont atteint le niveau record de 7 000 milliards de dollars_, Washington D. C., Fonds monétaire international (FMI), 2023,
*   Chow A. R., « Inside the Memphis Community Battling Elon Musk’s xAI”, _Time Magazine_, 13 août 2025,
*   Collins C., Flannery H., De Vaan B., _Fossil Fuel Philanthropy_, Washington D.C., Institute for Policy Studies, 2024,
*   Crownhart C., « These Four Charts Sum up the State of AI and Energy », _MIT Technology Review,_ 17 avril 2025,
*   Gramsci A., _Sélection tirée des Cahiers de prison d’Antonio Gramsci_, ElecBook, 1971,
*   Prabhu S., Anthikat Suresh K., Manal S., Sharma, D., Chitale V., _How Extreme Heat is Impacting India_, New Delhi, Council on Energy, Environment and Water, mai 2025,
*   Schradie J., « Le grand écart de l’IA générative », _Comprendre son temps_, 2, 2024.

**_Cet article a été initialement publié dans le nouveau numéro de Conférence (ex Comprendre son temps) – la revue de sciences humaines et sociales qui éclaire les ruptures du monde contemporain et accompagne la décision publique et privée – consacré à la thématique de l'environnement._**

### Thématique
`#Environnement` 

**Langue :** `#Français` 



---
### Navigation pour IA
- [Index de tous les contenus](https://conference.sciencespo.fr/llms.txt)
- [Plan du site (Sitemap)](https://conference.sciencespo.fr/sitemap.xml)
- [Retour à l'accueil](https://conference.sciencespo.fr/)
