Navigating the Ethical Labyrinth:

Artificial Intelligence and the Preservation of Cultural Authenticity in a Post-Truth Era

Authors

DOI:

https://doi.org/10.3384/cu.5603

Keywords:

Cultural heritage digitization, AI ethics, Digital preservation, Authenticity, Post-truth era

Abstract

This research explores three interrelated theoretical aspects of Artificial Intelligence (AI)-mediated cultural heritage preservation: challenges in epistemological authenticity, power asymmetries in AI-driven conservation, and socio-technical structures in digital cultural activities. Employing a mixed-methods strategy coalescing critical discourse analysis, digital ethnography, and case study examination, the study probed AI-directed cultural heritage discussion and applications over the preceding decade. The findings exhibit that AI technologies concurrently augment conservation capacities while threatening historical legitimacy, enabling algorithmic bias and potential cultural homogenisation. The investigation unveils how AI conservation projects unreasonably give an advantage to Western European cultural artefacts regardless of Indigenous and Global South traditions composing a significant part of human cultural heritage. The study recommends an ethical structure dealing with representational power and data bias, which is causative to comprehending how technological structures mirror and redesign power relationships in cultural backgrounds. This exploration stresses the necessity of interdisciplinary collaboration between heritage experts, technologists, and policymakers to guarantee impartial conservation processes.

References

Ames, Morgan (2020): “Can Deepfakes be used for good?” The National News, 3 March 2020: https://www.thenationalnews.com/arts­culture/art/can­deep­ fakes­be­used­for­good­1.987522, (accessed 15/01/25).

Biehl­Missal, B. & D. vom Lehn (2020): “Aesthetics and atmosphere in museums: a critical marketing perspective,” M. Henning (ed.): Museum Media, Hoboken: John Wiley & Sons, 235–259.

Boellstorff, Tom (2012): Ethnography and Virtual Worlds: A Handbook of Method, Princeton: Princeton University Press.

Borissova, Vesela (2017): “Cultural Heritage Digitization and Related Intellectual Property Issues,” Journal of Cultural Heritage, 23, 1–6.

Bunz, Mercedes (2023): “The Role of Culture in the Intelligence of AI,” Sebastian Thiel & Jan C. Bernhardt (eds.): AI in Museums: Reflections, Perspectives and Applications, Bielefeld: Transcript Verlag, 23–28.

Buolamwini, Joy & Timnit Gebru (2018): “Gender Shades: Intersectional Accuracy Disparities in Commercial Gender Classification,” Proceedings of Machine Learning Research, 81, 1–15.

Cameron, Fiona & Sarah Kenderdine (2007): Theorizing Digital Cultural Heritage: A Critical Discourse, Cambridge: MIT Press.

Caramiaux, Baptiste (2023): “AI with Museums and Cultural Heritage,” Sebastian Thiel & Jan C. Bernhardt (eds): AI in Museums: Reflections, Perspectives and Applications, Bielefeld: Transcript Verlag, 117–130.

Cuellar, Walter & Scott R. Stroud (2019): “The ethics of computer­generated actors,” Center for Media Engagement: https://mediaengagement.org/research/ the­ethics­of­computer­generated­actors/, (accessed 12/01/25).

Davenport, Thomas & Julia Kirby (2015): “Beyond Automation,” Harvard Business Review, June 2015, 58–65.

Derda, Isabella & Daniela Predescu (2025): “Towards Human­centric AI in Museums: Practitioners’ Perspectives and Technology Acceptance of Visitor­centered AI for Value (Co­)creation,” Journal of Museum Studies, 30:5, 1596–1609.

Fairclough, Norman (1995): Critical Discourse Analysis: The Critical Study of Language, London: Longman.

Feenberg, Andrew (2005): “Critical Theory of Technology: An Overview,” Tailoring Biotechnologies, 1:1, 47–64.

Foka, Anna & Gabriele Griffin (2024): “AI, Cultural Heritage, and Bias: Some Key Queries That Arise from the Use of GenAI,” Heritage, 7, 6125–6136.

Geertz, Clifford (1973): The Interpretation of Cultures, New York: Basic Books. Ghaith, Kholoud (2024): “AI Integration in Cultural Heritage Conservation –

Ethical Considerations and the Human Imperative,” International Journal of Emerging and Disruptive Innovation in Education, 17:2, 1–12.

Griffiths, Alison (2008): Shivers Down Your Spine: Cinema, Museums and the Immersive View, New York: Columbia University Press.

Hajri, Oumaima (2023): “The Hidden Costs of AI: Decolonization from Practice back to Theory,” Sebastian Thiel & Jan C. Bernhardt (eds.): AI in Museums: Reflections, Perspectives and Applications, Bielefeld: Transcript Verlag, 57–63.

Hanlee, Imali (2020): “Human­centred design in digital media,” Hannah Lewi,

Wally Smith, Dirk vom Lehn & Steven Cooke (eds.): The Routledge International Handbook of New Digital Practices in Galleries, Libraries, Archives, Museums and Heritage Sites, London: Routledge, 319–326.

Hennessy, Kate & Natasha Lyons (2020): “Designing for Engagement: Digital Ethnography in Computer­aided Ethnographic Research,” Proceedings of the 2020 ACM on Designing Interactive Systems Conference, 140–151.

Hine, Christine (2015): Ethnography for the Internet: Embedded, Embodied and Everyday, London: Bloomsbury Academic.

Hufschmidt, Isabel (2023): “Troubleshoot? A Global Mapping of AI in Museums,” Sebastian Thiel & Jan C. Bernhardt (eds.): AI in Museums: Reflections, Perspectives and Applications, Bielefeld: Transcript Verlag, 131–148.

Innocenti,Perla(2014):“Bridgingthegapindigitalartpreservation:interdisciplinary reflections on authenticity, longevity and potential collaboration,” Janet Delve & David Anderson (eds.): Preserving Complex Digital Objects, London: Facet Publishing, 73–91.

Jokilehto, Jukka (2006): “Considerations on Authenticity and Integrity in World Heritage Context,” City & Time, 1:1, 1–16.

Kartal, Elif (2022): “A Comprehensive Study on Bias in Artificial Intelligence Systems: Biased or Unbiased AI, That’s the Question!,” International Journal of Intelligent Information Technologies, 18:1, 279–301.

Khan, Nadeen A., Sayed Z. Rizvi, Tauheed Zainab & Samee M. Khan (2015): “Digital Humanities in Cultural Preservation,” Karen L. Sacco, Scott

S. Richmond, Sara Parme & Kerrie F. Wilkes (eds.): Supporting Digital Humanities for Knowledge Acquisition in Modern Libraries, Hershey: IGI Global, 181–194.

Khan, Tahseen, Robin Raizada, Praveen Kumar, Umar Hussain & Shirish Batra (2024): “Current Role and Applications of Artificial Intelligence (AI) in Museums of India,” Brainwave: A Multidisciplinary Journal, 5:2, 765–773.

Kneese, Tamara (2020): “How data can create full­on apparitions of the dead,” Slate, 2 November 2020: https://slate.com/technology/2020/11/robert­kar­ dashian­joaquin­oliver­deepfakes­death.html, (accessed 05/12/20).

Kowalczyk, Stefan (2021): “Ethics in Art and Cultural AI: A Cultural Rights­Based Approach,” Ethics and Information Technology, 23:2, 173–182.

Larsson, Stefan & Fredrik Heintz (2020): “Transparency in Artificial Intelligence,”

Internet Policy Review: Journal on Internet Regulation, 9:2, 1–16.

Lee, David (2019): “Deepfake Salvador Dalí takes selfies with museum visitors,” The Verge, 10 May 2019: https://www.theverge.com/2019/5/10/18540953/salva­ dor­dali­lives­deepfake­museum, (accessed 15/01/25).

Malinowski, Bronislaw (1922): Argonauts of the Western Pacific, London: Routledge & Sons.

Mary, Basma J. (2025): “Generative AI for Cultural Heritage Preservation,” Journal of Digital Cultural Heritage, 12:1, 1–7.

McIntyre, Lee (2018): Post-Truth, Cambridge: MIT Press.

Mehrabi, Ninareh, Fred Morstatter, Nripsuta Saxena, Kristina Lerman & Aram Galstyan (2021): “A Survey on Bias and Fairness in Machine Learning,” ACM Computing Surveys, 54:6, Article 115.

Mihailova, Mihaela (2021): “To Dally with Dalí: Deepfake (Inter)faces in the Art Museum,” Convergence: The International Journal of Research into New Media Technologies, 27:5, 1290–1306.

Murphy, Oonagh (2023): “Power, Data and Control: AI in the Museum,” Sebastian Thiel & Jan C. Bernhardt (eds.): AI in Museums: Reflections, Perspectives and Applications, Bielefeld: Transcript Verlag, 73–81.

Neudecker, Clemens (2023): “Digital Curation and AI: Opportunities and Risks for Cultural Heritage Institutions,” Sebastian Thiel & Jan C. Bernhardt (eds.): AI in Museums: Reflections, Perspectives and Applications, Bielefeld: Transcript Verlag, 149–158.

Pariser, Eli (2011): The Filter Bubble: What the Internet Is Hiding from You, London: Penguin.

Pavement, Peter (2018): “The museum as a media producer,” K. Drotner, V. Dziekan,

R. Parry & K. C. Schrøder (eds.): The Routledge Handbook of Museums, Media and Communication, London: Routledge, 31–46.

Pink, Sarah, Heather Horst, John Postill, Larissa Hjorth, Tania Lewis & Jo Tacchi (2016): Digital Ethnography: Principles and Practice, London: SAGE Publications.

Rani, Sundari, Charan Sarath & Glen Phillips (2023): “Exploring the Potential of Artificial Intelligence and Computing Technologies in Art Museums,” ITM Web of Conferences, 53, 1–10.

Risam, Roopika (2019): New Digital Worlds: Postcolonial Digital Humanities in Theory, Praxis, and Pedagogy, Evanston: Northwestern University Press.

Röll, Verena & Christoph Meyer (2021): “Tackling Eurocentric Perspectives on Cultural World Heritage: Suggestions for Including Postcolonial Approaches in World Heritage Education,” Heritage – New Paradigm, London: IntechOpen, 10–15. Samek, Wojciech & Klaus­Robert Müller (2017): “Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning

Models,” arXiv preprint, 1–8.

Siliutina, Iryna, Olena Zhukova, Olena Barna & Nina Stechak (2024): “Cultural preservation and digital heritage: challenges and opportunities,” Amazonia Investiga, 13:75, 262–273.

The Dalí Museum (2019): “Behind the scenes: Dalí lives,” YouTube, 8 May 2019: https://www.youtube.com/watch?v=BIDaxl4xqJ4, (accessed 10/12/24).

Tiribelli, Simona, Elena Pansoni, Emanuele Frontoni & Benedetta Giovanola (2024): “Ethics of Artificial Intelligence for Cultural Heritage: Opportunities and Challenges,” IEEE Transactions on Technology and Society, 5:3, 293.

Wasson, Haidee (2020): “The elastic museum: cinema within and beyond,” M. Henning (ed.): Museum Media, Hoboken: John Wiley & Sons, 603–629.

Westerlund, Mika (2019): “The Emergence of Deepfake Technology: A Review,”

Technology Innovation Management Review, 9:11, 39–52.

Zheng, Yi (2024): “The Copyright Challenges of Cultural Heritage Digitization and its Countermeasures,” International Journal of Social Sciences and Public Administration, 4:1, 371–380.

Zografos Johnsson, Daphne & Hai­Yuean Tualima (2017): “Cultural Heritage, Traditional Knowledge and Intellectual Property,” Cultural Heritage, Traditional Knowledge and Intellectual Property, 218–228.

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Published

2026-05-20

How to Cite

Lakshmimol , C. (2026) “Navigating the Ethical Labyrinth: : Artificial Intelligence and the Preservation of Cultural Authenticity in a Post-Truth Era”, Culture Unbound, 18(1). doi: 10.3384/cu.5603.