{
  "name": "Artificial Intelligence in Museums: Applications, Challenges, and Ethical Considerations",
  "description": "A comprehensive exploration of how artificial intelligence (AI) is transforming museums through three primary applications: enhancing visitor experiences, improving museum professionals' workflows, and serving as a subject for exhibitions and public debate. The discussion covers examples, ethical dilemmas, legal considerations, and the future of AI in museums, emphasizing human-centered, ethical, and responsible implementation.",
  "query": "artificial intelligence applications in museums visitor experience museum professionals cultural heritage exhibitions ethics legal challenges",
  "children": [
    {
      "name": "AI for Visitor Experience",
      "description": "AI applications designed to enhance how visitors interact with and experience museums. This includes personalized experiences, accessibility improvements, interactive tools, and new forms of mediation that make museum visits more engaging and tailored to individual preferences.",
      "query": "AI personalized visitor experiences in museums accessibility interactive tools museum mediation",
      "children": [
        {
          "name": "Phototechia at Musée de la Photographie à Charleroi",
          "description": "A project at the Musée de la Photographie à Charleroi in Belgium that uses AI to analyze and categorize over 100,000 photographs and 1.5 million negatives based on objects, colors, and emotions. Visitors can explore the entire collection interactively, creating personalized visits and engaging with photographers in a virtual 'galaxy' of images.",
          "query": "Phototechia project Musée de la Photographie Charleroi AI image analysis museum collections",
          "children": [],
          "sources": [
            {
              "title": "Image Describer: 100% Free & Unlimited Generator (No Login)",
              "url": "https://describeimage.ai/"
            },
            {
              "title": "DeFlock is an open-source project that maps license plate readers...",
              "url": "https://deflock.org/"
            },
            {
              "title": "GPT Image 2: Try ChatGPT Images 2.0 Free Online, No Sign-up",
              "url": "https://photogpt.io/ai-models/gpt-image-2"
            }
          ]
        },
        {
          "name": "Ask Dali and Dali Lives at The Dalí Museum",
          "description": "AI-powered interactive experiences at The Dalí Museum where visitors can engage in conversations with a deepfake recreation of Salvador Dalí. 'Ask Dali' allows visitors to ask questions via an audio experience, while 'Dali Lives' features a life-sized screen where Dalí interacts with visitors and takes selfies, blending marketing innovation with ethical concerns about authenticity and consent.",
          "query": "Ask Dali Dali Lives The Dalí Museum AI deepfake Salvador Dalí interactive museum experiences",
          "children": [
            {
              "name": "Ethical Concerns with AI-Generated Historical Figures",
              "description": "Debates surrounding the use of AI to recreate and interact with historical figures, such as Salvador Dalí, without their direct consent. This raises questions about authenticity, the potential for misinformation, and the ethical implications of using AI to simulate deceased individuals for public engagement.",
              "query": "ethical concerns AI deepfake historical figures museum consent authenticity",
              "children": [],
              "sources": [
                {
                  "title": "Better a Mongoose – Ethical Challenges of Technological Progress",
                  "url": "https://www.linkedin.com/pulse/better-mongoose-ethical-challenges-technological-progress-andreas-gaß-1z4df"
                },
                {
                  "title": "thelancet.com/journals/lanpsy/article/PIIS2215-0366(20)30308-4/fulltext",
                  "url": "https://www.thelancet.com/journals/lanpsy/article/PIIS2215-0366(20)30308-4/fulltext"
                },
                {
                  "title": "Pew Research Center | Nonpartisan, nonadvocacy, public opinion...",
                  "url": "https://www.pewresearch.org/"
                }
              ]
            },
            {
              "name": "Legal Aspects of AI-Generated Voices and Likenesses",
              "description": "The legal challenges associated with using AI to recreate the voices and likenesses of deceased individuals, such as Salvador Dalí. This includes copyright issues, rights of publicity, and the role of families or estates in granting permission for such uses.",
              "query": "legal aspects AI-generated voices likenesses copyright rights of publicity deceased individuals",
              "children": [],
              "sources": [
                {
                  "title": "Right of Publicity: When Can Businesses Use Someone’s Image?",
                  "url": "https://www.nolo.com/legal-encyclopedia/the-right-publicity.html"
                },
                {
                  "title": "Seedance 2.0 Copyright Infringement: Legal Risks... | Devlin Law Firm",
                  "url": "https://devlinlawfirm.com/2026/02/copyright-publicity-rights-legal-reckoning-bytedance-seedance/"
                },
                {
                  "title": "How Should a Seller Verify Whether a Deceased Public F...",
                  "url": "https://factually.co/fact-checks/business/verify-estate-publicity-rights-before-marketing-merchandise-385a35"
                }
              ]
            },
            {
              "name": "Marketing vs. Educational Value of AI Experiences",
              "description": "A discussion on whether AI-driven experiences like 'Ask Dali' primarily serve as marketing tools to attract visitors or if they provide meaningful educational value. Concerns include whether visitors gain substantive knowledge or if the experience is more about novelty and engagement.",
              "query": "AI museum experiences marketing vs education visitor engagement novelty vs learning",
              "children": [],
              "sources": [
                {
                  "title": "Full article: Towards human-centric AI in museums - Taylor & Francis",
                  "url": "https://www.tandfonline.com/doi/full/10.1080/09647775.2025.2467703"
                },
                {
                  "title": "Harvard Art Museums: When Art Meets Artificial Intelligence - Case",
                  "url": "https://www.hbs.edu/faculty/Pages/item.aspx?num=68514"
                },
                {
                  "title": "AI for Cultural Institutions — Where Museums are using AI in 2025",
                  "url": "https://cuseum.com/blog/ai-for-culturals-institutions-where-museums-are-using-ai-in-2025"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "AI Salvador Dalí Will Now Answer Life’s Surreal Questions By ...",
              "url": "https://www.forbes.com/sites/lesliekatz/2025/05/08/dial-dal-ai-salvador-now-answers-lifes-surreal-questions-by-phone/"
            },
            {
              "title": "The Dalí Dome - Salvador Dalí Museum",
              "url": "https://thedali.org/the-dali-dome/"
            },
            {
              "title": "A Human–AI Compass for Sustainable Art Museums ... - MDPI",
              "url": "https://www.mdpi.com/2571-9408/8/10/422"
            }
          ]
        },
        {
          "name": "Fondation Rubiton Chatbot",
          "description": "A chatbot developed for the Fondation Rubiton in Paris that allows visitors to scan QR codes in exhibition rooms and ask questions about artworks. While this enhances accessibility, it raises concerns about the potential loss of human interaction and the role of museums as spaces for debate and dialogue.",
          "query": "Fondation Rubiton chatbot AI museum visitor interaction human mediation loss",
          "children": [
            {
              "name": "Risks of Reduced Human Interaction",
              "description": "The potential drawbacks of replacing human-mediated interactions with AI-driven tools like chatbots in museums. This includes the loss of spontaneous debate, dialogue, and the unique insights that human guides or educators can provide.",
              "query": "AI chatbots museums loss of human interaction risks of automation in education",
              "children": [],
              "sources": [
                {
                  "title": "AI Chatbots in Education: Challenges and Opportunities - MDPI",
                  "url": "https://www.mdpi.com/2078-2489/16/3/235"
                },
                {
                  "title": "Full article: Towards human-centric AI in museums - Taylor & Francis",
                  "url": "https://www.tandfonline.com/doi/full/10.1080/09647775.2025.2467703"
                },
                {
                  "title": "Human and AI collaboration in the higher education environment",
                  "url": "https://link.springer.com/article/10.1186/s41235-024-00547-9"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "As If Human: Ethics and Artificial Intelligence 0300268297 ...",
              "url": "https://dokumen.pub/as-if-human-ethics-and-artificial-intelligence-0300268297-9780300268294.html"
            },
            {
              "title": "Ezra Klein discusses the dangers of semi-autonomous AI technology",
              "url": "https://www.facebook.com/christopher.majka.73/posts/there-are-so-many-interconnected-and-troubling-issues-in-this-opinion-piece-by-e/10162081502296583/"
            },
            {
              "title": "AI Daily - DebateUS",
              "url": "https://debateus.org/ai-daily/"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "Artificial intelligence application for museum to ... - Springer",
          "url": "https://link.springer.com/article/10.1186/s40561-025-00404-2"
        },
        {
          "title": "Reshaping Museum Experiences with AI: The ReInHerit Toolkit",
          "url": "https://www.mdpi.com/2571-9408/8/7/277"
        },
        {
          "title": "Full article: Towards human-centric AI in museums ...",
          "url": "https://www.tandfonline.com/doi/full/10.1080/09647775.2025.2467703"
        }
      ]
    },
    {
      "name": "AI for Museum Professionals",
      "description": "AI applications that assist museum professionals in performing their tasks more efficiently. This includes automating metadata generation, transcribing documents, cataloging, provenance research, and protecting cultural heritage through tools like predictive conservation and illicit trafficking detection.",
      "query": "AI tools for museum professionals metadata generation transcription cataloging provenance research",
      "children": [
        {
          "name": "Auto-Generating Metadata and Cataloging",
          "description": "AI tools that automatically generate descriptive tags, titles, and catalog entries for museum collections. This streamlines the cataloging process, making it easier for professionals to organize and retrieve information about artworks and artifacts.",
          "query": "AI auto-generating metadata museum cataloging tools efficiency",
          "children": [],
          "sources": [
            {
              "title": "The impact of artificial intelligence on research efficiency",
              "url": "https://www.sciencedirect.com/science/article/pii/S2590123025008205"
            },
            {
              "title": "Structured information extraction from scientific text with ...Rethinking Science in the Age of Artificial IntelligenceSemantic Scholar | AI-Powered Research ToolAI and Image",
              "url": "https://www.nature.com/articles/s41467-024-45563-x"
            },
            {
              "title": "Semantic Scholar | AI-Powered Research Tool",
              "url": "https://www.semanticscholar.org/"
            }
          ]
        },
        {
          "name": "Transcription of Handwritten Documents",
          "description": "AI-powered transcription tools that convert handwritten letters and documents in museum archives into digital text. This facilitates easier access, searchability, and preservation of historical records.",
          "query": "AI transcription handwritten documents museum archives digitization",
          "children": [],
          "sources": [
            {
              "title": "Using large language models to transcribe handwritten historical ...",
              "url": "https://www.tandfonline.com/doi/abs/10.1080/01615440.2025.2500309"
            },
            {
              "title": "Artificial intelligence in museums: three Transkribus case studies",
              "url": "https://www.transkribus.org/blog/artificial-intelligence-in-museums-three-transkribus-case-studies"
            },
            {
              "title": "How the Penn Libraries is advancing Handwritten Text Recognition",
              "url": "https://www.library.upenn.edu/news/handwritten-text-recognition"
            }
          ]
        },
        {
          "name": "Cross-Referencing Museum Records",
          "description": "AI systems that improve cataloging by cross-referencing different records within a museum's database. This enhances the accuracy and depth of information available about artworks and artifacts, aiding research and curation.",
          "query": "AI cross-referencing museum records cataloging accuracy research tools",
          "children": [],
          "sources": [
            {
              "title": "AI tools for historical research - BUHAVE",
              "url": "https://www.buhave.com/ai-tools/ai-tools-for-historical-research/"
            },
            {
              "title": "Effective Records and Documentation for Museum Collections",
              "url": "https://datacalculus.com/en/blog/museums/collections-manager/effective-records-and-documentation-for-museum-collections"
            },
            {
              "title": "Connecting Libraries, Archives, and Museums: Collections in ...",
              "url": "https://dl.acm.org/doi/10.1145/3570905"
            }
          ]
        },
        {
          "name": "Protecting Cultural Heritage",
          "description": "AI applications aimed at safeguarding cultural heritage, including tools for identifying stolen or looted artworks, reconstructing ownership histories, and predicting conservation needs for sensitive objects.",
          "query": "AI cultural heritage protection illicit trafficking provenance research predictive conservation",
          "children": [
            {
              "name": "ANCHIS Project by the European Union",
              "description": "A European Union initiative called ANCHIS (Artificial Intelligence for Cultural Heritage Identification and Safeguarding) that develops AI technologies to combat illicit trafficking of cultural artifacts. This includes apps that scan objects to identify stolen or looted items and tools for predictive conservation.",
              "query": "ANCHIS project EU AI cultural heritage illicit trafficking predictive conservation",
              "children": [],
              "sources": [
                {
                  "title": "FROM-RISK-TO-RESPONSE-HOW-THE-HERITAGE-SECTOR-ADDRESSES ...",
                  "url": "https://eu-enigma.eu/wp-content/uploads/2026/01/ENIGMA_Aurora_Casar.pdf"
                },
                {
                  "title": "Cultural Heritage Protection and Artificial Intelligence; The ...",
                  "url": "https://link.springer.com/chapter/10.1007/978-3-031-42300-0_32"
                },
                {
                  "title": "New AI challenges for cultural heritage protection: A general ...",
                  "url": "https://www.sciencedirect.com/science/article/pii/S1296207425001517"
                }
              ]
            },
            {
              "name": "Predictive Conservation with AI",
              "description": "AI models that use sensors and environmental data (e.g., humidity, temperature) to predict the deterioration of artworks and artifacts. This enables proactive conservation efforts to preserve cultural heritage.",
              "query": "AI predictive conservation museums sensors environmental monitoring deterioration prevention",
              "children": [],
              "sources": [
                {
                  "title": "Preventive conservation, predictive analysis and environmental...",
                  "url": "https://www.nature.com/articles/s40494-023-01118-9?error=cookies_not_supported&code=19dc9ac3-b160-453b-827a-1173bd12297a"
                },
                {
                  "title": "(PDF) Preventive conservation, predictive analysis and...",
                  "url": "https://www.researchgate.net/publication/377145345_Preventive_conservation_predictive_analysis_and_environmental_monitoring"
                },
                {
                  "title": "Preventive Conservation, Predictive Analysis and Environmental...",
                  "url": "https://link.springer.com/collections/ehijdfdgif"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "New AI challenges for cultural heritage protection: A general overview",
              "url": "https://www.sciencedirect.com/science/article/pii/S1296207425001517"
            },
            {
              "title": "Preserving Cultural Heritage in the Age of Artificial Intelligence",
              "url": "https://www.coespu.org/articles/preserving-cultural-heritage-age-artificial-intelligence-overview-between-protection-and"
            },
            {
              "title": "Fighting Illicit Trafficking of Cultural Goods—The ENIGMA Project",
              "url": "https://www.mdpi.com/2072-4292/15/10/2579"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "An Analysis of Research Trends for Using Artificial ... - MDPI",
          "url": "https://www.mdpi.com/2079-9292/13/18/3738"
        },
        {
          "title": "AI Cultural Preservation via Virtual Museums: 20 Advances ...",
          "url": "https://yenra.com/ai20/cultural-preservation-via-virtual-museums/"
        },
        {
          "title": "Computational Culture: Transforming Archives Practice and ...",
          "url": "https://dl.acm.org/doi/10.1145/3493342"
        }
      ]
    },
    {
      "name": "Museums as Forums for AI",
      "description": "The role of museums in presenting AI as a subject for exhibitions and public debate. This includes creating spaces for critical reflection on AI's impact, distinguishing between analytic and generative AI, and fostering discussions about its ethical, social, and cultural implications.",
      "query": "museums exhibitions on AI public debate critical reflection analytic vs generative AI",
      "children": [
        {
          "name": "Exhibition: Le Monde selon Lya at Musée Marie-Jo de Pomme",
          "description": "An exhibition at the Musée Marie-Jo de Pomme in Paris that explored AI's applications and implications. The exhibition aimed to educate visitors about the differences between analytic and generative AI and encouraged critical thinking about AI's role in society.",
          "query": "Le Monde selon Lya exhibition Musée Marie-Jo de Pomme AI analytic vs generative critical thinking",
          "children": [],
          "sources": [
            {
              "title": "Generative AI in Academic Research",
              "url": "https://research-and-innovation.cornell.edu/generative-ai-in-academic-research/"
            },
            {
              "title": "Full article: The promise and challenges of generative AI in ...",
              "url": "https://www.tandfonline.com/doi/full/10.1080/0144929X.2024.2394886"
            },
            {
              "title": "Frontiers | The impact of generative AI on academic reading ...",
              "url": "https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1711718/full"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "sciencedirect.com/science/article/pii/S0268401223000233",
          "url": "https://www.sciencedirect.com/science/article/pii/S0268401223000233"
        },
        {
          "title": "Artificial intelligence and illusions of understanding in scientific...",
          "url": "https://www.linkedin.com/posts/timothée-schmude-17a032218_artificial-intelligence-and-illusions-of-activity-7478761968041037825-E4f9"
        },
        {
          "title": "What are Generative AI models? - YouTube",
          "url": "https://www.youtube.com/watch?v=hfIUstzHs9A"
        }
      ]
    },
    {
      "name": "Future of AI in Museums: Key Considerations",
      "description": "A framework for the responsible and ethical integration of AI in museums, focusing on three core principles: human-centered design, ethical use, and accountability. These principles guide how museums can leverage AI while aligning with their educational and public missions.",
      "query": "future of AI in museums ethical integration human-centered design accountability",
      "children": [
        {
          "name": "Human-Centered AI",
          "description": "An approach to AI in museums that prioritizes enhancing visitor experiences without replacing human interaction. This principle emphasizes the importance of maintaining the human element in mediation, education, and engagement.",
          "query": "human-centered AI museums visitor experience human interaction preservation",
          "children": [],
          "sources": [
            {
              "title": "Toward an Ethical Use of AI in Museums",
              "url": "https://www.linkedin.com/pulse/toward-ethical-use-ai-museums-jacquelene-armstrong-wm12f"
            },
            {
              "title": "Human-Centered AI In Museums: Enhancing Accessibility And...",
              "url": "https://journals.stmjournals.com/josem/article=2025/view=202680/"
            },
            {
              "title": "sciencedirect.com/science/article/pii/S0268401223000233",
              "url": "https://www.sciencedirect.com/science/article/pii/S0268401223000233"
            }
          ]
        },
        {
          "name": "Ethical AI",
          "description": "The use of AI in museums that respects copyright, cultural heritage, transparency, privacy, and creators' rights. Ethical AI ensures that technological applications align with legal and moral standards, avoiding exploitation or misrepresentation.",
          "query": "ethical AI museums copyright transparency privacy creators' rights",
          "children": [],
          "sources": [
            {
              "title": "13 Ethical AI Companies Leading the Way in Responsible Innovation",
              "url": "https://www.multimodal.dev/post/ethical-ai-companies"
            },
            {
              "title": "AI ICOM UNESCO Dialogue | International Council of Museums (ICOM)",
              "url": "https://www.linkedin.com/posts/international-council-of-museums_ai-icom-unesco-dialogue-activity-7399759921631883265-Teu6"
            },
            {
              "title": "Should You Use AI to Create Online 'Art'? Ethical Considerations for.....",
              "url": "https://promptlibrary.monster/blog/ai-ethics-art/"
            }
          ]
        },
        {
          "name": "Responsible AI",
          "description": "AI applications in museums that support the institution's educational and public mission while remaining accountable for their impact. This includes ensuring that AI tools are used responsibly, with clear oversight and consideration of their broader societal effects.",
          "query": "responsible AI museums accountability public mission educational impact",
          "children": [],
          "sources": [
            {
              "title": "sciencedirect.com/science/article/pii/S2666603022000136",
              "url": "https://www.sciencedirect.com/science/article/pii/S2666603022000136"
            },
            {
              "title": "Responsible AI: the next big higher ed giving... | Inside Philanthropy",
              "url": "https://www.insidephilanthropy.com/home/why-responsible-ai-may-be-the-next-big-higher-ed-giving-trend"
            },
            {
              "title": "Codes of Ethics and Museum Research | Journal of Conservation and...",
              "url": "https://jcms-journal.com/articles/10.5334/jcms.1021214"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "Full article: Towards human-centric AI in museums - Taylor & Francis",
          "url": "https://www.tandfonline.com/doi/full/10.1080/09647775.2025.2467703"
        },
        {
          "title": "(PDF) Towards human-centric AI in museums - ResearchGate",
          "url": "https://www.researchgate.net/publication/389364450_Towards_human-centric_AI_in_museums_practitioners'_perspectives_and_technology_acceptance_of_visitor-centered_AI_for_value_co-creation"
        },
        {
          "title": "How Smart Can Museums Be? The Role of Cutting-Edge ... - PMC",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12817164/"
        }
      ]
    },
    {
      "name": "Audience Questions and Discussion",
      "description": "A segment of the presentation where audience members posed questions about the ethical, legal, and practical implications of AI in museums. Topics included the rights of using deceased individuals' likenesses, the balance between marketing and education in AI experiences, and the role of multilingualism in museum programming.",
      "query": "audience questions AI museums ethics legal challenges marketing vs education multilingualism",
      "children": [
        {
          "name": "Legal and Ethical Concerns with AI-Generated Historical Figures",
          "description": "A question raised about the legal and ethical aspects of using AI to recreate the voices and likenesses of deceased individuals, such as Salvador Dalí. This includes issues of consent, copyright, and the potential for misrepresentation or exploitation.",
          "query": "legal ethical concerns AI-generated historical figures consent copyright misrepresentation",
          "children": [
            {
              "name": "Role of Legal Teams in Museums",
              "description": "The importance of legal teams in museums when developing AI-driven experiences involving historical figures. Legal experts ensure compliance with copyright laws, rights of publicity, and ethical standards, often involving negotiations with estates or families.",
              "query": "museum legal teams AI experiences historical figures copyright compliance",
              "children": [],
              "sources": [
                {
                  "title": "Legora AI - Generative AI for Legal Teams",
                  "url": "https://www.bing.com/aclick?ld=e8blJaNlF3Pw4tSndGg-IpBzVUCUzLRnrcK1eh61O16W06mtQ5L7IUoEVtUn8Z2Of-yS7c59COiEuywxtQKAnmw2BXr_Bw0zqFVndPQKu2FB4iOex1TxAsI700nIUB0f1kPfzZR99HrhkVsJ4m9gPWoSgd094aNGTPoFKlZPqEuN7EVq3r8VzEOsUlblQDcSwYvfuGBg&u=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&rlid=85e9961b495b185c111bfc43af12a03a"
                },
                {
                  "title": "Generative AI and copyright: principles, priorities and ...",
                  "url": "https://academic.oup.com/jiplp/article/18/12/841/7331468"
                },
                {
                  "title": "Copyright Protection for AI-Generated Works: Exploring ...",
                  "url": "https://www.cambridge.org/core/journals/asian-journal-of-international-law/article/copyright-protection-for-aigenerated-works-exploring-originality-and-ownership-in-a-digital-landscape/12B8B8D836AC9DDFFF4082F7859603E3"
                }
              ]
            }
          ],
          "sources": [
            {
              "title": "Q&A with Professor Dan Brown: Exploring societal, ethical and legal...",
              "url": "https://cs.uwaterloo.ca/news/qa-professor-dan-brown-exploring-societal-ethical-legal-questions-surrounding-gen-ai"
            },
            {
              "title": "AI Trends to Watch: Regulation, Copyright, and Ethical AI Concerns",
              "url": "https://providentiatech.ai/blog/ai-trends-to-watch-regulation-copyright-and-ethical-ai-concerns/"
            },
            {
              "title": "The ethical dilemmas of AI | USC Annenberg School for...",
              "url": "https://annenberg.usc.edu/research/center-public-relations/usc-annenberg-relevance-report/ethical-dilemmas-ai"
            }
          ]
        },
        {
          "name": "Efficiency and Educational Value of AI Experiences",
          "description": "A question about whether AI-driven experiences like 'Ask Dali' are genuinely educational or primarily serve as marketing tools to attract visitors. The discussion highlighted the tension between engagement and substantive learning.",
          "query": "efficiency educational value AI museum experiences marketing vs learning engagement",
          "children": [],
          "sources": [
            {
              "title": "Full article: Educational technology: Exploring the ...",
              "url": "https://www.tandfonline.com/doi/full/10.1080/23311916.2023.2283282"
            },
            {
              "title": "Semantic Scholar | AI-Powered Research Tool",
              "url": "https://www.semanticscholar.org/"
            },
            {
              "title": "AI is changing how students learn — or avoid learning",
              "url": "https://today.usc.edu/ai-is-changing-how-students-learn-or-avoid-learning/"
            }
          ]
        },
        {
          "name": "Multilingual Museum Programming",
          "description": "A note on the importance of multilingual programming in museums, particularly in international contexts like CTA. The discussion mentioned a canceled French talk by a librarian named Frank, emphasizing the value of linguistic diversity in museum education.",
          "query": "multilingual museum programming linguistic diversity international audiences CTA",
          "children": [],
          "sources": [
            {
              "title": "Preserving Linguistic Diversity in the Digital Age: A Scalable Model ...",
              "url": "https://jclr.rovedar.com/index.php/JCLR/article/download/96/119"
            },
            {
              "title": "Exclusion of the non-English-speaking world from the scientific ...",
              "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC9893128/"
            },
            {
              "title": "Multilingualism and Technology: A Review of Developments in ...",
              "url": "https://www.researchgate.net/publication/334630473_Multilingualism_and_Technology_A_Review_of_Developments_in_Digital_Communication_from_Monolingualism_to_Idiolingualism"
            }
          ]
        }
      ],
      "sources": [
        {
          "title": "Recommendation on the Ethics of Artificial Intelligence - Legal Affairs",
          "url": "https://www.unesco.org/en/legal-affairs/recommendation-ethics-artificial-intelligence"
        },
        {
          "title": "Full article: Towards human-centric AI in museums - Taylor & Francis",
          "url": "https://www.tandfonline.com/doi/full/10.1080/09647775.2025.2467703"
        },
        {
          "title": "How Smart Can Museums Be? The Role of Cutting-Edge ... - PMC",
          "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12817164/"
        }
      ]
    }
  ],
  "sources": [
    {
      "title": "Full article: Towards human-centric AI in museums - Taylor & Francis",
      "url": "https://www.tandfonline.com/doi/full/10.1080/09647775.2025.2467703"
    },
    {
      "title": "How are museums using Artificial Intelligence today? UNESCO and ...",
      "url": "https://www.facebook.com/IcomOfficiel/posts/how-are-museums-using-artificial-intelligence-today-unesco-and-icom-have-launche/1298572039095238/"
    },
    {
      "title": "Artificial intelligence in the context of cultural heritage and museums",
      "url": "https://www.europarl.europa.eu/RegData/etudes/BRIE/2023/747120/EPRS_BRI(2023)747120_EN.pdf"
    }
  ]
}