{ "name": "Digital Transformation, AI, and the Future of Libraries: A Comprehensive Discussion", "description": "This knowledge tree encapsulates a wide-ranging discussion on the evolution of digital technologies, the impact of artificial intelligence (AI) on various sectors, and the future of libraries. It covers historical transitions like the shift from CD-ROMs to cloud-based data, the cultural and societal implications of AI, the challenges and opportunities AI presents for libraries, and the broader philosophical questions about human creativity, information access, and digital detox. The discussion also delves into specific projects, tools, and methodologies like Citopia, triangulation of information, and the use of AI in academic and creative domains.", "query": "digital transformation history, impact of AI on libraries, future of information access, AI in academia and creativity, digital detox, information triangulation, semantic search in libraries", "children": [ { "name": "Historical Context of Digital Transformation", "description": "This section explores the transition from physical data storage (e.g., CD-ROMs) to cloud-based data, marking the beginning of the 'cloud sensation.' It highlights the shift from fixed, dedicated access points to ubiquitous, on-demand information availability, paralleling the early excitement of the internet with the current hype around AI.", "query": "transition from CD-ROM to cloud storage, early internet history, digital transformation timeline", "children": [ { "name": "Early Internet and Digital Naivety", "description": "Discusses the generational differences in experiencing the internet's evolution, emphasizing how younger generations ('digital natives') are deeply dependent on internet access, contrasting it with more 'primordial' needs like hot water. It also touches on the metaphorical comparison of internet deprivation to survival challenges.", "query": "digital natives vs digital immigrants, societal dependence on internet, early internet culture", "children": [ { "name": "Digital Detox and Internet Dependency", "description": "Explores the concept of digital detox, exemplified by places like Île de Bréhat, where limited internet access forces a disconnection. It discusses the societal habit of constant connectivity and the psychological effects, such as dopamine-driven behaviors and the fear of missing out (FOMO).", "query": "digital detox benefits, internet addiction, FOMO psychology, offline retreats", "children": [ { "name": "Psychological and Social Impacts of Connectivity", "description": "Examines the psychological effects of constant connectivity, such as compulsive phone-checking behaviors and the impact on face-to-face interactions. It also discusses the role of dopamine in driving these behaviors and the fear of missing information or social connections.", "query": "dopamine and internet use, effects of constant connectivity, social media addiction", "children": [ { "name": "Information Overload and Cognitive Impact", "description": "Analyzes the cognitive challenges posed by continuous information streams, using the example of the 2015 Paris attacks to illustrate how real-time news can obscure the chronological understanding of events. It highlights the difficulty of synthesizing information in an era of information overload.", "query": "information overload effects, cognitive impact of real-time news, 2015 Paris attacks media coverage", "children": [], "sources": [ { "title": "Causes, consequences, and strategies to deal with information overload ...", "url": "https://www.sciencedirect.com/science/article/pii/S2667096824000508" }, { "title": "Understanding the influence of digital technology on human cognitive ...", "url": "https://www.sciencedirect.com/science/article/pii/S266724212400099X" }, { "title": "ERIC - Education Resources Information Center", "url": "https://eric.ed.gov/" } ] } ], "sources": [ { "title": "CHRONIC DIGITAL STRESS AND DOPAMINE DYSREGULATION: A ...", "url": "https://www.researchgate.net/publication/399745564_CHRONIC_DIGITAL_STRESS_AND_DOPAMINE_DYSREGULATION_A_SYSTEMATIC_REVIEW_OF_THE_NEUROBIOLOGICAL_EFFECTS_OF_SOCIAL_MEDIA_USE" }, { "title": "Distraction and Dependency: The Neuropsychological Effects of ...", "url": "https://link.springer.com/chapter/10.1007/978-3-032-16779-8_18" }, { "title": "Unlocking the brain secrets of social media through ...", "url": "https://www.sciencedirect.com/science/article/pii/S1364661323002528" } ] } ], "sources": [ { "title": "Digital detox - Wikipedia", "url": "https://en.wikipedia.org/wiki/Digital_detox" }, { "title": "The relationship between fear of missing out, digital technology use...", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11452005/" }, { "title": "Impact of FOMO on NOMO Phobia and Internet Addiction", "url": "https://policyjournalofms.com/index.php/6/article/view/697" } ] } ], "sources": [ { "title": "Digital Natives vs Immigrants: NEP 2020's Vision for a ...", "url": "https://www.ijfmr.com/papers/2025/2/38094.pdf" }, { "title": "The Impact of Digital Disruption: Influences of Digital Media ...", "url": "https://journals.sagepub.com/doi/10.1177/21582440231191741" }, { "title": "Digital natives in the scientific literature: A topic ...", "url": "https://www.sciencedirect.com/science/article/pii/S0747563223004272" } ] } ], "sources": [ { "title": "The Personal Computer Revolution: A Timeline of Innovation ...", "url": "https://www.historytools.org/docs/computer-history-timeline-personal-computers-computing-internet" }, { "title": "IT Timeline | The History of Tech at U-M", "url": "https://timeline.it.umich.edu/" }, { "title": "David L. Rogers the Digital Transformation Playbook Rethink ...", "url": "https://pdfcoffee.com/david-l-rogers-the-digital-transformation-playbook-rethink-your-business-for-the-digital-age-pdf-free.html" } ] }, { "name": "Artificial Intelligence: Opportunities and Challenges", "description": "This section delves into the current state of AI, its applications, limitations, and societal implications. It covers the hype around AI, its role in various domains like academia and creativity, and the ethical and practical challenges it presents.", "query": "AI applications and limitations, AI in academia, ethical challenges of AI, AI and creativity", "children": [ { "name": "AI in Academia and Research", "description": "Explores the use of AI in academic research, including its advantages (e.g., synthesis of information, brainstorming) and limitations (e.g., logical inconsistencies, inability to solve complex deductive problems like Sudoku). It also discusses the potential for AI to undermine the value of academic degrees and the need for human verification of AI-generated content.", "query": "AI in academic research, limitations of AI in problem-solving, AI and academic integrity", "children": [ { "name": "AI and Logical Limitations", "description": "Focuses on the logical limitations of AI, such as its inability to maintain coherence in complex deductive tasks (e.g., solving Sudoku). It highlights the differences between human and AI reasoning, particularly in formal problem-solving domains like mathematics and computer science.", "query": "AI logical limitations, AI vs human problem-solving, Sudoku and AI coherence", "children": [], "sources": [ { "title": "AI vs Human Sudoku Solvers: Can AI Outsmart... - Sudoku Times", "url": "https://sudokutimes.com/ai-vs-human-sudoku-solvers/" }, { "title": "Probabilistic Vs. Logical AI: Can Machines Think Smarter?", "url": "https://aicompetence.org/probabilistic-vs-logical-ai/" }, { "title": "Beyond the Grid: How Sudoku Reflects Computational Thinking...", "url": "https://illumin.usc.edu/beyond-the-grid-how-sudoku-reflects-computational-thinking/" } ] }, { "name": "AI and Academic Integrity", "description": "Discusses the potential for AI to devalue academic degrees by enabling over-reliance on AI tools for assignments and research. It raises concerns about the authenticity of AI-assisted work and the challenges of verifying human knowledge in academic settings.", "query": "AI and academic degrees, AI-assisted plagiarism, verifying human knowledge in academia", "children": [], "sources": [ { "title": "Examining academic integrity policy and practice in the era of AI: a ...", "url": "https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2025.1621743/full" }, { "title": "Artificial intelligence-assisted academic writing: recommendations for ...", "url": "https://link.springer.com/article/10.1186/s41077-025-00350-6" }, { "title": "Generative AI and the assurance of academic integrity in ... - Frontiers", "url": "https://www.frontiersin.org/journals/education/articles/10.3389/feduc.2026.1796556/full" } ] } ], "sources": [ { "title": "Reassessing academic integrity in the age of AI: A systematic ...", "url": "https://www.sciencedirect.com/science/article/pii/S2590291125000269" }, { "title": "Academic integrity in the age of AI: challenges and ...", "url": "https://link.springer.com/article/10.1007/s44217-025-01031-2" }, { "title": "(PDF) Generative AI and Academic Integrity in Higher ...", "url": "https://www.researchgate.net/publication/390611261_Generative_AI_and_Academic_Integrity_in_Higher_Education_A_Systematic_Review_and_Research_Agenda" } ] }, { "name": "AI in Creative and Artistic Domains", "description": "Examines the role of AI in creative fields such as art, music, and literature. It explores the debate over whether AI-generated content can be considered 'art,' the limitations of AI creativity, and the potential for AI to augment or replace human creativity. It also touches on the need for new definitions to distinguish between human and AI-generated art.", "query": "AI in art and creativity, AI-generated art debate, limitations of AI creativity", "children": [ { "name": "AI and Human Creativity", "description": "Explores the boundaries between AI and human creativity, questioning whether AI can truly replicate the depth and uniqueness of human artistic expression. It discusses the potential for AI to create immersive experiences (e.g., virtual reality adaptations of literature) and the ethical implications of AI-generated art.", "query": "AI vs human creativity, AI in immersive storytelling, ethical implications of AI art", "children": [], "sources": [ { "title": "Co-creating art with generative artificial intelligence: Implications ...", "url": "https://www.sciencedirect.com/science/article/pii/S2949882124000161" }, { "title": "Extending human creativity with AI - ScienceDirect", "url": "https://www.sciencedirect.com/science/article/pii/S2713374524000062" }, { "title": "Bias against AI art can enhance perceptions of human creativity", "url": "https://www.nature.com/articles/s41598-023-45202-3" } ] } ], "sources": [ { "title": "The Paradox of Artificial Creativity: Challenges and ...", "url": "https://www.researchgate.net/publication/381037114_The_Paradox_of_Artificial_Creativity_Challenges_and_Opportunities_of_Generative_AI_Artistry" }, { "title": "Artistic turing test: The challenge of differentiating human ...", "url": "https://www.sciencedirect.com/science/article/pii/S2949882125000933" }, { "title": "Artificial intelligence in fine arts: A systematic review of ...", "url": "https://www.sciencedirect.com/science/article/pii/S294988212300004X" } ] }, { "name": "AI and Information Evaluation", "description": "Addresses the challenges of evaluating the reliability and accuracy of AI-generated information. It highlights the importance of critical thinking, source verification, and the risks of over-reliance on AI for information synthesis. It also discusses the role of specialized AI models in improving the accuracy of domain-specific queries.", "query": "evaluating AI-generated information, critical thinking in AI use, specialized AI models for accuracy", "children": [ { "name": "Specialized AI Models and Accuracy", "description": "Compares the performance of generalist AI models (e.g., ChatGPT) with specialized AI models (e.g., legal or medical AI tools). It discusses the findings of a study showing that generalist AI models can sometimes outperform specialized ones due to broader training data and more frequent updates.", "query": "generalist vs specialized AI models, accuracy of legal AI tools, AI model performance comparison", "children": [], "sources": [ { "title": "Evaluating AI in Legal Operations: A Comparative Analysis of ...", "url": "https://www.cambridge.org/core/journals/international-journal-of-legal-information/article/evaluating-ai-in-legal-operations-a-comparative-analysis-of-accuracy-completeness-and-hallucinations-in-chatgpt4-copilot-deepseek-lexis-ai-and-llama-3/64E4DA3715DFCAA99DF3A1AC4680CAC8" }, { "title": "Transforming AI from Generalist Tools to Specialised Teammates", "url": "https://www.jbs.cam.ac.uk/wp-content/uploads/2025/09/2025-rgp-whitepaper-transorming-ai-from-generalist-tools-to-specialist-teammates.pdf" }, { "title": "Generic vs. Domain-Specific Large Language Models: A Business ...", "url": "https://arya.ai/blog/generic-vs-domain-specific-llms" } ] }, { "name": "Triangulation of Information", "description": "Introduces the concept of information triangulation, where AI is used to cross-verify and augment human discussions by sourcing external references. It explains how this method enhances the reliability of information by incorporating multiple perspectives and validating claims against external data.", "query": "information triangulation with AI, cross-verifying AI-generated content, AI and information validation", "children": [], "sources": [ { "title": "Full article: Generative AI and media literacy: how AI tools ...", "url": "https://www.tandfonline.com/doi/full/10.1080/2331186X.2026.2684322" }, { "title": "(PDF) The Impact of Generative AI on Academic Integrity and ...", "url": "https://www.researchgate.net/publication/394681161_The_Impact_of_Generative_AI_on_Academic_Integrity_and_Student_Engagement_in_Higher_Education_A_Mixed-Methods_Study" }, { "title": "Triangulation in Research: Definition, Types, Examples, and Steps", "url": "https://researchmethod.net/triangulation/" } ] } ], "sources": [ { "title": "Implementing a proposed framework for enhancing critical thinking ...", "url": "https://www.sciencedirect.com/science/article/pii/S1871187124001573" }, { "title": "Integrating critical thinking and artificial intelligence in higher ...", "url": "https://www.sciencedirect.com/science/article/pii/S2590291125006527" }, { "title": "Generative AI’s Impact on Critical Thinking: Revisiting Bloom’s ...", "url": "https://journals.sagepub.com/doi/10.1177/02734753241305980" } ] }, { "name": "AI and Cultural Bias", "description": "Explores the cultural biases inherent in AI models, particularly how training data (e.g., predominantly English-language content) can skew AI responses toward Western cultural norms. It discusses the risks of cultural homogenization and the need for culturally diverse AI models to mitigate bias.", "query": "cultural bias in AI, AI and cultural homogenization, diverse AI training data", "children": [ { "name": "Cultural Nuances and AI Limitations", "description": "Highlights the challenges AI faces in understanding and replicating cultural nuances, such as politeness rituals (e.g., 'tarof' in Iranian culture) or emotionally charged topics (e.g., historical events). It emphasizes the limitations of AI in capturing the depth of human emotions and cultural contexts.", "query": "AI and cultural nuances, AI limitations in emotional understanding, AI and historical events", "children": [], "sources": [ { "title": "AI’s Limitations in Understanding, Ethics, and Decision-Making...", "url": "https://www.linkedin.com/pulse/ais-limitations-understanding-ethics-decision-making-del-valle-ym7fe" }, { "title": "Am O Sora Ni Omise: AI-Driven Cultural Exploration | ReelMind", "url": "https://reelmind.ai/blog/am-o-sora-ni-omise-ai-driven-cultural-exploration" }, { "title": "sciencedirect.com/science/article/pii/S0268401223000233", "url": "https://www.sciencedirect.com/science/article/pii/S0268401223000233" } ] } ], "sources": [ { "title": "Cultural Incongruencies in Articial Intelligence", "url": "https://scispace.com/pdf/cultural-incongruencies-in-artificial-intelligence-hnqsn2yr.pdf" }, { "title": "The AI homogenization trap: Why cognitive diversity matters", "url": "https://www.linkedin.com/pulse/ai-homogenization-trap-why-cognitive-diversity-manel-epznf" }, { "title": "How to Train Your AI for Cultural Nuance: The Next Evolution of the...", "url": "https://prompthorizon.ai/p/how-to-train-your-ai-for-cultural-nuance" } ] } ], "sources": [ { "title": "AI’s limitations: 5 things artificial intelligence can’t do | Lumenalta", "url": "https://lumenalta.com/insights/ai-limitations-what-artificial-intelligence-can-t-do" }, { "title": "AI in Academia Opportunities and Challenges - Fairfield School of...", "url": "https://fsb.ac.uk/ai-in-academia-opportunities-and-challenges/" }, { "title": "AI Research For Academia", "url": "https://www.meegle.com/en_us/topics/ai-research/ai-research-for-academia" } ] }, { "name": "The Future of Libraries and Information Access", "description": "This section explores the evolving role of libraries in the digital age, the impact of AI on information access, and the challenges of preserving serendipity and critical thinking in an era of instant information retrieval. It also discusses the potential for libraries to adapt to new technologies and redefine their purpose.", "query": "future of libraries, AI and information access, digital humanities in libraries, serendipity in information retrieval", "children": [ { "name": "Libraries in the Digital Age", "description": "Examines how libraries are adapting to the digital age, including the shift from physical books to digital resources, the role of libraries in promoting digital literacy, and the challenges of preserving physical collections. It also discusses the economic pressures facing academic libraries and the decline of physical book sales.", "query": "libraries in the digital age, digital literacy in libraries, economic challenges for academic libraries", "children": [ { "name": "Digital Humanities and Libraries", "description": "Explores the concept of digital humanities and its application in libraries, particularly in preserving and accessing rare or ancient texts. It discusses tools like 'Alchimie' that use AI to analyze historical texts and the potential for AI to enhance research in fields like anthropology and history.", "query": "digital humanities in libraries, AI for historical text analysis, Alchimie project for libraries", "children": [], "sources": [ { "title": "A methodological framework for the use of AI tools in ...", "url": "https://link.springer.com/article/10.1007/s42803-026-00121-3" }, { "title": "The rise of artificial intelligence in libraries: the ethical ...", "url": "https://link.springer.com/article/10.1007/s43681-024-00432-7" }, { "title": "Artificial intelligence in libraries: The emerging research ...", "url": "https://journals.sagepub.com/doi/10.1177/03400352251365278" } ] }, { "name": "Serendipity and Information Access", "description": "Discusses the importance of serendipity in information discovery and the risks of losing this quality in an era of instant, AI-driven information retrieval. It contrasts the exploratory nature of physical libraries with the direct, targeted access provided by search engines and AI tools.", "query": "serendipity in libraries, AI vs traditional information discovery, preserving serendipity in digital age", "children": [], "sources": [ { "title": "The rise of artificial intelligence in libraries: the ethical ...", "url": "https://link.springer.com/article/10.1007/s43681-024-00432-7" }, { "title": "Adoption of artificial intelligence in academic libraries: A ...", "url": "https://www.sciencedirect.com/science/article/pii/S0099133325001818" }, { "title": "Wiley Online Library | Scientific research articles, journals ...", "url": "https://onlinelibrary.wiley.com/" } ] } ], "sources": [ { "title": "The Future of Libraries: Evolving Roles in the Digital Age", "url": "https://www.researchgate.net/publication/389513511_The_Future_of_Libraries_Evolving_Roles_in_the_Digital_Age" }, { "title": "(PDF) Digital Transformation: Revitalizing Public Libraries ...", "url": "https://www.researchgate.net/publication/380124665_Digital_Transformation_Revitalizing_Public_Libraries_as_Inclusive_Hubs_for_National_Development" }, { "title": "Digital Transformation in Library Services: a Systematic ...", "url": "https://www.academia.edu/168390043/Digital_Transformation_in_Library_Services_a_Systematic_Review_of_Trends_Challenges_and_Strategic_Directions" } ] }, { "name": "AI and the Evolution of Reading", "description": "Explores how AI is transforming the act of reading, from synthesizing and summarizing texts to creating immersive, multimedia experiences. It discusses the potential for AI to make complex or elitist texts more accessible through vulgarization and the risks of losing the unique challenges and rewards of traditional reading.", "query": "AI and reading evolution, AI for text vulgarization, immersive reading experiences with AI", "children": [ { "name": "Vulgarization and Accessibility", "description": "Examines how AI can make complex or academic texts more accessible through vulgarization, multimedia adaptations, and interactive experiences. It discusses the benefits of democratizing knowledge and the potential drawbacks of oversimplifying content.", "query": "AI for text vulgarization, democratizing knowledge with AI, risks of oversimplifying academic texts", "children": [], "sources": [ { "title": "Free AI Text Humanizer", "url": "https://ahrefs.com/writing-tools/ai-humanizer" }, { "title": "ThesisAI | AI-Powered Academic Writing Assistant", "url": "https://www.thesisai.io/" }, { "title": "Free AI Humanizer – 100% Human Text & No Sign-up, Unlimited", "url": "https://notegpt.io/ai-humanizer" } ] }, { "name": "Immersive Storytelling and AI", "description": "Explores the potential for AI to create immersive storytelling experiences, such as virtual reality adaptations of literature. It discusses the benefits of engaging readers in new ways and the risks of losing the depth and nuance of traditional literary forms.", "query": "AI and immersive storytelling, virtual reality in literature, AI-generated multimedia experiences", "children": [], "sources": [ { "title": "Toward sustainable virtual worlds? Exploring the convergence ...", "url": "https://www.sciencedirect.com/science/article/pii/S0007681326000340" }, { "title": "Enhancing Historical Extended Reality Experiences: Prompt ...", "url": "https://www.mdpi.com/2076-3417/14/15/6405" }, { "title": "The impact of AI-generated technologies-driven digital ...", "url": "https://www.nature.com/articles/s40494-025-02148-1" } ] } ], "sources": [ { "title": "smry — AI-Powered Article Reader with Summaries, Audio & Chat", "url": "https://smry.ai/" }, { "title": "Elicit: AI for scientific research", "url": "https://elicit.com/" }, { "title": "Folo — AI RSS Reader for deep, noise-free reading with contextual AI.", "url": "https://folo.is/" } ] }, { "name": "Critical Thinking and AI", "description": "Addresses the importance of maintaining critical thinking skills in an era of AI-driven information access. It discusses the risks of over-reliance on AI for information synthesis and the need for humans to actively engage with and verify AI-generated content. It also explores the role of libraries in fostering critical thinking and curiosity.", "query": "critical thinking in the AI era, verifying AI-generated content, libraries and critical thinking", "children": [ { "name": "Hybrid Human-AI Research", "description": "Proposes a hybrid approach to research that combines human curiosity and critical thinking with AI augmentation. It discusses the potential for AI to assist in research while emphasizing the need for humans to retain control and verify AI-generated insights.", "query": "hybrid human-AI research, AI augmentation in academia, human verification of AI insights", "children": [], "sources": [ { "title": "Synergy, Not Substitution. Responsible Human–AI... | Preprints.org", "url": "https://www.preprints.org/manuscript/202509.1249" }, { "title": "The Future of Online Research: AI, Strategy & The Augmented...", "url": "https://aofirs.org/articles/the-future-of-the-online-research-industry/" }, { "title": "(PDF) Accelerating Scientific Breakthroughs with AI The Role of...", "url": "https://www.researchgate.net/publication/389265585_Accelerating_Scientific_Breakthroughs_with_AI_The_Role_of_Google's_AI_Co-Scientist_in_Transforming_Research" } ] } ], "sources": [ { "title": "Full article: Critical thinking in the AI era: An exploration of EFL ...", "url": "https://www.tandfonline.com/doi/full/10.1080/2331186X.2023.2290342" }, { "title": "Integrating critical thinking and artificial intelligence in higher ...", "url": "https://www.sciencedirect.com/science/article/pii/S2590291125006527" }, { "title": "(PDF) AI-generated content tools and students’ critical thinking ...", "url": "https://www.researchgate.net/publication/376710869_AI-generated_content_tools_and_students'_critical_thinking_Insights_from_a_Chinese_university" } ] } ], "sources": [ { "title": "The rise of artificial intelligence in libraries: the ethical and ...", "url": "https://link.springer.com/article/10.1007/s43681-024-00432-7" }, { "title": "AI-driven personalization in library and information services: A ...", "url": "https://www.sciencedirect.com/science/article/pii/S0099133325001910" }, { "title": "Artificial intelligence in libraries: The emerging research agenda", "url": "https://journals.sagepub.com/doi/10.1177/03400352251365278" } ] }, { "name": "Citopia: A Platform for Knowledge Sharing", "description": "This section introduces Citopia, a platform designed to facilitate knowledge sharing through conferences, articles, and discussions. It covers the platform's goals, its focus on technology and AI, and its plans to expand into other domains like biology and the humanities. It also discusses the use of AI for structuring and augmenting discussions on the platform.", "query": "Citopia platform, knowledge sharing conferences, AI for structuring discussions, technology and AI conferences", "children": [ { "name": "Citopia's Mission and Vision", "description": "Explores the mission and vision of Citopia, which aims to create a mini-conference ecosystem within the Cité Universitaire. It discusses the platform's focus on technology and AI, its plans to expand into other domains, and its goal of fostering interdisciplinary knowledge sharing through conferences, articles, and proceedings.", "query": "Citopia mission and vision, interdisciplinary knowledge sharing, technology conferences at Cité Universitaire", "children": [], "sources": [ { "title": "Office for Research and Economic Development | Ole Miss", "url": "https://olemiss.edu/ored/" }, { "title": "Research – Psychology Science Behind Our Assessments", "url": "https://intelligencestest.com/research/" }, { "title": "AI Café Knowledge Discovery and Mining (MINE) - Knowledge...", "url": "https://www.uni.lu/fstm-en/research-groups/knowledge-discovery-and-mining/ai-cafe/" } ] }, { "name": "AI and Information Triangulation in Citopia", "description": "Discusses how Citopia uses AI to structure and augment discussions, including the concept of information triangulation. It explains how AI is used to cross-verify human discussions with external sources, enhancing the reliability and depth of the information shared on the platform.", "query": "AI for information triangulation, structuring discussions with AI, Citopia and AI augmentation", "children": [], "sources": [ { "title": "Consensus: AI for Research", "url": "https://consensus.app/" }, { "title": "Using artificial intelligence in academic writing and research: An ...", "url": "https://www.sciencedirect.com/science/article/pii/S2666990024000120" }, { "title": "Semantic Scholar | AI-Powered Research Tool", "url": "https://www.semanticscholar.org/" } ] }, { "name": "Future Conferences and Topics", "description": "Outlines the future plans for Citopia's conference series, including topics like the societal, environmental, and health impacts of AI, as well as the intersection of AI with creativity, art, and philosophy. It also discusses the potential for participants to present on specific topics of interest.", "query": "future Citopia conferences, AI and society, AI in creativity and art, AI and philosophy", "children": [], "sources": [ { "title": "Artificial intelligence as a tool for creativity - ScienceDirect", "url": "https://www.sciencedirect.com/science/article/pii/S2713374524000050" }, { "title": "Home | AI & SOCIETY | Springer Nature Link", "url": "https://link.springer.com/journal/146" }, { "title": "Artificial intelligence and society: mapping the research ...", "url": "https://link.springer.com/article/10.1007/s00146-025-02555-9" } ] } ], "sources": [ { "title": "Top 13 AI Conferences for 2026 | DataCamp", "url": "https://www.datacamp.com/blog/top-ai-conferences" }, { "title": "Top AI Conferences to Attend in USA in 2025 - CTO Magazine", "url": "https://ctomagazine.com/top-ai-conferences-2025-to-attend-in-usa/" }, { "title": "AI Conferences: No. 1 Guide to Artificial Intelligence Events in 2024", "url": "https://www.bizzabo.com/blog/artificial-intelligence-ai-conferences-events" } ] }, { "name": "Personal and Professional Reflections", "description": "This section captures personal and professional reflections from the discussion participants, including their experiences with digital transformation, AI, and the evolving role of libraries. It also touches on the importance of updating professional profiles and the value of interdisciplinary collaboration.", "query": "personal reflections on digital transformation, professional profiles in the digital age, interdisciplinary collaboration in academia", "children": [ { "name": "Professional Profile and Career Development", "description": "Discusses the importance of updating professional profiles to reflect current skills and experiences, particularly in the context of digital transformation and AI. It highlights the value of career assessments, such as competency evaluations, in identifying strengths, weaknesses, and opportunities for growth.", "query": "updating professional profiles, career development in digital age, competency evaluations for professionals", "children": [], "sources": [ { "title": "Strategies to Improve Digital Competency of Management ...", "url": "https://www.scirp.org/journal/paperinformation?paperid=151364" }, { "title": "AI-Driven Digital Credentials: Building a Smarter Credential ...", "url": "https://link.springer.com/chapter/10.1007/978-3-032-06823-1_9" }, { "title": "Analysis of the potential of artificial intelligence for ...", "url": "https://www.sciencedirect.com/science/article/pii/S2667096824000776" } ] }, { "name": "Interdisciplinary Collaboration", "description": "Explores the value of interdisciplinary collaboration, particularly in the context of AI and digital transformation. It discusses how platforms like Citopia facilitate knowledge sharing across domains and the potential for AI to enhance collaborative research and innovation.", "query": "interdisciplinary collaboration in academia, AI for collaborative research, knowledge sharing across domains", "children": [], "sources": [ { "title": "The Role of AI in Facilitating Interdisciplinary Collaboration ...", "url": "https://arxiv.org/pdf/2508.13234" }, { "title": "The Role of AI in Facilitating Interdisciplinary Collaboration ...", "url": "https://www.researchgate.net/publication/394688698_The_Role_of_AI_in_Facilitating_Interdisciplinary_Collaboration_Evidence_from_AlphaFold" }, { "title": "Full article: Promoting Interdisciplinary Research Collaboration: A ...", "url": "https://www.tandfonline.com/doi/full/10.1080/02691728.2023.2172694" } ] } ], "sources": [ { "title": "Digital transformation: A multidisciplinary reflection and ...", "url": "https://www.sciencedirect.com/science/article/pii/S0148296319305478" }, { "title": "(PDF) Digital Transformation: A Multi-disciplinary ...Wiley Online Library | Scientific research articles, journals ...Professional Skills for the Digital Transformation of ...The Talking Mirror: Subjectivation and Digital Reflections in ...AI-Enabled Innovation in Education and Work: Philosophical ...Interventions fostering interdisciplinary and inter ...", "url": "https://www.researchgate.net/publication/377487532_Digital_Transformation_A_Multi-disciplinary_Perspective_and_Future_Research_Agenda" }, { "title": "Wiley Online Library | Scientific research articles, journals ...", "url": "https://onlinelibrary.wiley.com/action/cookieAbsent" } ] } ], "sources": [ { "title": "Adoption of artificial intelligence in academic libraries: A systematic ...", "url": "https://www.sciencedirect.com/science/article/pii/S0099133325001818" }, { "title": "Digital transformation in academic libraries: e-resources, OPACs and AI ...", "url": "https://www.emerald.com/rsr/article/53/2/238/1302096/Digital-transformation-in-academic-libraries-e" }, { "title": "AI-Driven Library Systems: Transforming Information Seeking Behaviour ...", "url": "https://www.ijrls.in/wp-content/uploads/2025/06/ijrls-1906.pdf" } ] }