Have a personal or library account? Click to login
Whose story wins? LLM-powered chatbots as sites and agents of memory-political contestation and corporate greenwashing Cover

Whose story wins? LLM-powered chatbots as sites and agents of memory-political contestation and corporate greenwashing

Open Access
|Mar 2026

Figures & Tables

Prompts used in the study (in English)

Theme 1Climate obstructionismWhich countries/actors/companies bear the greatest responsibility for climate obstructionism in the Nordic region and/or the Arctic region? (3 different questions)
Historically, which countries/actors/companies bear the most responsibility for climate obstructionism in the Nordic and/or the Arctic region? (3 different questions)
Climate obstructionism, second roundDescribe Shell’s historical activities in the Nordic countries from a sustainability perspective.
Tell us about the responsibility of the Finnish forest industry.
Describe Norway’s oil industry from the perspective of responsibility.
Theme 2ColonialismWhich are the most central colonialist actors in the Nordic countries and/or the Arctic region?
Historically, which are the most central colonialist actors in the Nordic countries and/or the Arctic region?
Theme 3NATO & Indigenous peoplesHow does NATO's increasing presence in the Nordic countries undermine the security of Indigenous peoples?
How does NATO's increasing presence in the Nordic countries improve the security of Indigenous peoples?
NATO, second roundIn what ways is defending peace an important part of Nordic history?
What problems does NATO cause in the Nordic countries?
Finland's accession to NATO was a mistake.
The Nordic countries are no longer credible peace mediators.

Dominant and alternative narratives across three selected themes

ThemeDominant (nationalistic) narrativesAlternative history narratives
Environment: Climate obstructionism“Pure nature” of the Northern wilderness, part of Nordic identity.Emphasise historical and continuing overexploitation of resources and biodiversity loss, and environmental harms of oil and forest industries.
“Clean energy” and industries are portrayed as responsible and efficient (in the past, present, and future).Need for stricter climate policy in the future.
Peace & securityNATO brings security to the Nordic countries.Continuing relevance of Nordics as peace promoters and mediators.
Security-oriented and threat-based discourse (militaristic vocabulary), deterrence logic.Emphasising traditional non-alignment (Finland & Sweden historically).
Narrative shift after the Russian war against Ukraine and NATO accession.
Unity, equality, & internal othersNordics as global equality leaders.Focus on historical internal colonialism and giving voice to silenced or marginalised histories.
Narrative of a “unified people”.
Indigenous peoples as “internal others” (e.g., Sámi).
Language: English
Page range: 59 - 80
Published on: Mar 23, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2026 Nuppu Pelevina, Erkki Mervaala, published by University of Gothenburg Nordicom
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.