Fulltext available Open Access https://creativecommons.org/licenses/by/4.0/
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dc.contributor.authorManivannan, Ajaykumar-
dc.contributor.authorSpaiser, Viktoria-
dc.contributor.authorCann, Tristan J. B.-
dc.contributor.authorEvans, James-
dc.contributor.authorEverall, Jordan P.-
dc.contributor.authorFalkenberg, Max-
dc.contributor.authorGarcia, David-
dc.contributor.authorGuo, Weisi-
dc.contributor.authorHerzog, Rico-
dc.contributor.authorOtto, Ilona M.-
dc.contributor.authorOswald, Yannick-
dc.contributor.authorPagan, Nicolò-
dc.contributor.authorPellert, Max-
dc.contributor.authorPilgrim, Charlie-
dc.contributor.authorRodriguez-Pardo, Carlos-
dc.contributor.authorSen, Indira-
dc.contributor.authorVezhnevets, Alexander Sasha-
dc.date.accessioned2026-09-11T09:05:45Z-
dc.date.available2026-09-11T09:05:45Z-
dc.date.issued2026-03-24-
dc.identifier.issn2731-9814en_US
dc.identifier.urihttps://repos.hcu-hamburg.de/handle/hcu/1284-
dc.description.abstractClimate policies often fail when they clash with cultural values, social identities, and fairness perceptions. We propose Acceptability-Constrained Climate Policy Design (ACCPD), using large language models as “cultural world models” to simulate public responses before implementation. By embedding LLMs in generative agent-based models and physical system simulators, ACCPD aims to enable policymakers to co-optimize for climate-policy efficacy and social legitimacy. We discuss methodological limitations regarding representation and LLM opacity.en
dc.language.isoenen_US
dc.publisherSpringeren_US
dc.relation.ispartofnpj Climate Actionen_US
dc.subject.ddc333.7: Natürliche Ressourcen, Energie und Umwelten_US
dc.titleGenerative AI for climate governance and acceptability-constrained policy designen
dc.typeArticleen_US
dc.type.diniArticle-
dc.type.driverarticle-
dc.rights.cchttps://creativecommons.org/licenses/by/4.0/en_US
dc.type.casraiJournal Article-
dcterms.DCMITypeText-
tuhh.identifier.urnurn:nbn:de:gbv:1373-repos-16930-
tuhh.oai.showtrueen_US
tuhh.publisher.doi10.1038/s44168-026-00362-6-
tuhh.publication.instituteDigital Urban Culturesen_US
tuhh.type.opus(wissenschaftlicher) Artikel-
tuhh.container.volume5en_US
openaire.rightsinfo:eu-repo/semantics/openAccessen_US
item.fulltextWith Fulltext-
item.cerifentitytypePublications-
item.openairetypeArticle-
item.openairecristypehttp://purl.org/coar/resource_type/c_6501-
item.creatorGNDManivannan, Ajaykumar-
item.creatorGNDSpaiser, Viktoria-
item.creatorGNDCann, Tristan J. B.-
item.creatorGNDEvans, James-
item.creatorGNDEverall, Jordan P.-
item.creatorGNDFalkenberg, Max-
item.creatorGNDGarcia, David-
item.creatorGNDGuo, Weisi-
item.creatorGNDHerzog, Rico-
item.creatorGNDOtto, Ilona M.-
item.creatorGNDOswald, Yannick-
item.creatorGNDPagan, Nicolò-
item.creatorGNDPellert, Max-
item.creatorGNDPilgrim, Charlie-
item.creatorGNDRodriguez-Pardo, Carlos-
item.creatorGNDSen, Indira-
item.creatorGNDVezhnevets, Alexander Sasha-
item.grantfulltextopen-
item.languageiso639-1en-
item.creatorOrcidManivannan, Ajaykumar-
item.creatorOrcidSpaiser, Viktoria-
item.creatorOrcidCann, Tristan J. B.-
item.creatorOrcidEvans, James-
item.creatorOrcidEverall, Jordan P.-
item.creatorOrcidFalkenberg, Max-
item.creatorOrcidGarcia, David-
item.creatorOrcidGuo, Weisi-
item.creatorOrcidHerzog, Rico-
item.creatorOrcidOtto, Ilona M.-
item.creatorOrcidOswald, Yannick-
item.creatorOrcidPagan, Nicolò-
item.creatorOrcidPellert, Max-
item.creatorOrcidPilgrim, Charlie-
item.creatorOrcidRodriguez-Pardo, Carlos-
item.creatorOrcidSen, Indira-
item.creatorOrcidVezhnevets, Alexander Sasha-
crisitem.author.deptDigital Urban Cultures-
crisitem.author.orcid0000-0002-1603-2926-
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