{ "name": "Digital Sovereignty and the Future of Knowledge Platforms: The Case of CITOPIA", "description": "An exhaustive exploration of digital sovereignty, focusing on open source, semantic web, and decentralized web technologies, and their application in the CITOPIA project. The discussion covers definitions, advantages, challenges, implementation strategies, and future visions for user sovereignty, interoperability, and knowledge management using AI and decentralized tools.", "query": "digital sovereignty open source semantic web decentralized web CITOPIA knowledge platforms AI interoperability", "children": [ { "name": "Introduction to CITOPIA", "description": "CITOPIA is an experimental and original conference platform characterized by its strong intercultural and inter-academic nature. It aims to create a durable knowledge repository using innovative technologies like open source, semantic web, and decentralized web to foster digital sovereignty and user empowerment.", "query": "CITOPIA conference intercultural inter-academic knowledge platform digital sovereignty", "children": [ { "name": "Intercultural and Inter-Academic Nature", "description": "CITOPIA distinguishes itself through its intercultural and inter-academic approach, integrating diverse academic disciplines and cultural perspectives to enrich discussions and knowledge creation.", "query": "intercultural inter-academic conferences benefits examples", "children": [], "sources": [ { "title": "Interprofessional collaboration in research, education, and clinical ...", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC4360764/" }, { "title": "Inter-Academy International Workshop", "url": "https://icc2026.ieee-icc.org/program/inter-academy-international-workshop" }, { "title": "How educational leaders can maximise the social capital benefits of ...", "url": "https://www.emerald.com/ijem/article/38/1/213/1228053/How-educational-leaders-can-maximise-the-social?searchresult=1" } ] }, { "name": "Durable Knowledge Repository", "description": "CITOPIA focuses on creating a time-permanent support for accumulated knowledge, utilizing various mediums and technologies to ensure long-term accessibility and usability of conference content.", "query": "durable knowledge repository technologies best practices", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0268401223000233", "url": "https://www.sciencedirect.com/science/article/pii/S0268401223000233" }, { "title": "GitHub - Galaxy-Dawn/claude-scholar: Semi-automated research...", "url": "https://github.com/Galaxy-Dawn/claude-scholar" }, { "title": "Taylor & Francis - Fostering human progress through knowledge", "url": "https://taylorandfrancis.com/" } ] } ], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0013935118300355", "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355" }, { "title": "Pew Research Center | Nonpartisan, nonadvocacy, public opinion...", "url": "https://www.pewresearch.org/" }, { "title": "inter.it/en/inter-academy", "url": "https://www.inter.it/en/inter-academy" } ] }, { "name": "Core Concepts of Digital Sovereignty", "description": "Digital sovereignty refers to the ability of users to control their digital identities, data, and interactions. This section explores the foundational concepts enabling digital sovereignty: open source software, semantic web, and decentralized web technologies.", "query": "digital sovereignty core concepts open source semantic web decentralized web", "children": [ { "name": "Open Source Software", "description": "Open source software is defined by its publicly accessible source code, allowing anyone to inspect, modify, and enhance the software. This transparency fosters trust, community collaboration, interoperability, and avoids vendor lock-in.", "query": "open source software definition advantages examples", "children": [ { "name": "Transparency and Trust", "description": "Open source software allows users to verify the code for malicious activities, such as unauthorized data collection or telemetry, ensuring greater transparency and trust compared to closed-source alternatives.", "query": "open source software transparency trust benefits", "children": [], "sources": [ { "title": "(PDF) An initial analysis on how software transparency and trust...", "url": "https://www.academia.edu/67427326/An_initial_analysis_on_how_software_transparency_and_trust_influence_each_other" }, { "title": "The Power of Open Source: Driving Collaboration and Innovation in IT", "url": "https://www.linkedin.com/pulse/power-open-source-driving-collaboration-innovation-initos-gmbh-1r8tf" }, { "title": "The Hidden Vulnerabilities of Open Source Software", "url": "https://www.library.hbs.edu/working-knowledge/the-hidden-vulnerabilities-of-open-source-software" } ] }, { "name": "Community Collaboration", "description": "The global open source community contributes to the continuous improvement of software, identifying bugs, suggesting enhancements, and ensuring the software evolves to meet user needs.", "query": "open source community collaboration benefits examples", "children": [], "sources": [ { "title": "Open-Source Collaboration and Technological Innovation in the Industrial Software Industry: A Multi-Case Study", "url": "https://www.mdpi.com/2079-8954/13/6/433" }, { "title": "Driving innovation: When design collaboration becomes open source, how do reward mechanisms and in-process feedback act as catalysts - PMC", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12221004/" }, { "title": "Open Source Community - an overview | ScienceDirect Topics", "url": "https://www.sciencedirect.com/topics/computer-science/open-source-community" } ] }, { "name": "Avoiding Vendor Lock-in", "description": "Open source promotes the use of open standards, reducing dependency on proprietary technologies and formats. This enhances interoperability and user control over their digital tools.", "query": "vendor lock-in open source interoperability examples", "children": [ { "name": "Open Standards vs. Proprietary Standards", "description": "Open standards like USB-C are universally adopted, unlike proprietary standards such as Apple's Lightning, which limit compatibility and user choice.", "query": "open standards vs proprietary standards examples impact", "children": [], "sources": [ { "title": "Open standard - Wikipedia", "url": "https://en.wikipedia.org/wiki/Open_standard" }, { "title": "Open science - Wikipedia", "url": "https://en.wikipedia.org/wiki/Open_science" }, { "title": "IP Research - Proprietary vs. Open Standards | 4iP Council", "url": "https://www.4ipcouncil.com/research/proprietary-vs-open-standards" } ] } ], "sources": [ { "title": "Critical analysis of vendor lock-in and its impact on cloud computing ...", "url": "https://link.springer.com/article/10.1186/s13677-016-0054-z" }, { "title": "Avoid vendor lock-in with open source - Upsun", "url": "https://upsun.com/blog/vendor-lock-in/" }, { "title": "Breaking Cloud Lock-in: The Role of Open Source and Standards in ...", "url": "https://europeanopensource.academy/events/breaking-cloud-lock-role-open-source-and-standards-creating-competitive-cloud-market" } ] }, { "name": "Self-Hosting and User Control", "description": "Open source software enables users to host their own tools and services, granting them full control over their data and reducing reliance on third-party providers.", "query": "self-hosting open source benefits user control", "children": [], "sources": [ { "title": "Self-Hosting Open-Source Tools for Control and Cost... | LinkedIn", "url": "https://www.linkedin.com/posts/deployright_selfhosting-opensource-proxmox-activity-7436017821580517376-gi4o" }, { "title": "Damru vs GeeLark: Open-Source vs Cloud Android — Damru", "url": "https://damru.dev/damru-vs-geelark/" }, { "title": "sciencedirect.com/science/article/pii/S0013935118300355", "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355" } ] }, { "name": "Challenges of Open Source Auditing", "description": "While open source code is accessible for auditing, the scale and complexity of large projects (e.g., Linux kernel) make thorough verification challenging. The software engineering community employs various strategies to address security concerns, including dedicated auditing teams and AI-assisted code reviews.", "query": "open source code auditing challenges methods community practices", "children": [ { "name": "Code Auditing Practices", "description": "Large open source projects often have dedicated teams or community efforts focused on auditing code for security vulnerabilities, backdoors, and malicious activities. Examples include Google's oversight of Chromium, which serves as the base for Chrome.", "query": "open source code auditing practices examples case studies", "children": [], "sources": [ { "title": "Accreditation and Assessment Practices - IAF", "url": "https://iaf.nu/en/accreditation-and-assessment-practices-iso9001/" }, { "title": "Yarrriiik/case-studies/ark-polybot.md at main · Yarrriiik/Yarrriiik · GitHub", "url": "https://github.com/Yarrriiik/Yarrriiik/blob/main/case-studies/ark-polybot.md" }, { "title": "ISO 9001 Auditing Practices Group", "url": "https://committee.iso.org/home/tc176/iso-9001-auditing-practices-group.html" } ] }, { "name": "AI in Open Source Development", "description": "AI tools are increasingly used to assist in open source development, including code generation, bug detection, and security auditing. However, this also introduces risks, such as AI-generated malicious code or vulnerabilities.", "query": "AI in open source development benefits risks examples", "children": [], "sources": [ { "title": "Risks and Opportunities of Open-Source Generative AI", "url": "https://arxiv.org/html/2405.08597v1" }, { "title": "Position: Near to Mid-term Risks and Opportunities of Open-Source Generative AI - the University of Bath's research portal", "url": "https://researchportal.bath.ac.uk/en/publications/position-near-to-mid-term-risks-and-opportunities-of-open-source-/" }, { "title": "Artificial Intelligence and Open Source Data and Software: Contrasting Perspectives, Legal Risks, and Observations | Crowell & Moring LLP", "url": "https://www.crowell.com/en/insights/client-alerts/artificial-intelligence-and-open-source-data-and-software-contrasting-perspectives-legal-risks-and-observations" } ] } ], "sources": [ { "title": "Open Source Security: Threats, Technologies, and Best Practices", "url": "https://www.oligo.security/academy/open-source-security-threats-technologies-and-best-practices" }, { "title": "2026 OSSRA Report: Open Source Security & Risk Analysis", "url": "https://www.blackduck.com/resources/analyst-reports/open-source-security-risk-analysis.html" }, { "title": "Open Source Security: The Complete Guide - Cycode", "url": "https://cycode.com/blog/open-source-security-guide/" } ] } ], "sources": [ { "title": "The Open Source Definition – Open Source Initiative", "url": "https://opensource.org/osd" }, { "title": "jamanetwork.com/journals/jamanetworkopen/fullarticle/2770146", "url": "https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2770146" }, { "title": "What is an Open Source Software? (Definition, Advantages and...)", "url": "https://www.tutorialspoint.com/article/what-is-an-open-source-software-definition-advantages-and-disadvantages" } ] }, { "name": "Semantic Web", "description": "The semantic web aims to create a more intelligent and interconnected web by structuring data in a way that machines can understand and interpret. This enables better data integration, interoperability, and user experiences.", "query": "semantic web definition goals technologies examples", "children": [ { "name": "Globalized Data and Interoperability", "description": "The semantic web transforms heterogeneous web data into a unified, machine-readable format, enabling seamless integration and interoperability across platforms and applications.", "query": "semantic web globalized data interoperability benefits", "children": [], "sources": [ { "title": "Charting Past, Present, and Future Research in the Semantic Web ...", "url": "https://pure.port.ac.uk/ws/portalfiles/portal/52392940/The_semantic_web_and_interoperability_PDF.pdf" }, { "title": "Charting Past, Present, and Future Research in the Semantic Web ...", "url": "https://www.mdpi.com/1999-5903/14/6/161" }, { "title": "Redefining Health Care Data Interoperability: Empirical Exploration ...", "url": "https://www.jmir.org/2024/1/e56614" } ] }, { "name": "Knowledge Graphs", "description": "Knowledge graphs represent data as interconnected nodes and edges, enabling advanced navigation, querying, and reasoning. Examples include Wikidata, which structures Wikipedia's data as a semantic graph.", "query": "knowledge graphs semantic web examples applications", "children": [], "sources": [ { "title": "Knowledge graph - Wikipedia", "url": "https://en.wikipedia.org/wiki/Knowledge_graph" }, { "title": "The Semantic Web: 20 Years And a Handful of Knowledge Graphs ...", "url": "https://www.ontotext.com/blog/the-semantic-web-20-years-later/" }, { "title": "Semantic Web and AI: Empowering Knowledge Graphs for Smarter ...", "url": "https://www.dataversity.net/articles/semantic-web-and-ai-empowering-knowledge-graphs-for-smarter-applications/" } ] }, { "name": "Integration with AI and LLMs", "description": "The semantic web enhances the capabilities of AI and large language models (LLMs) by providing structured, context-rich data. This enables more accurate, relevant, and verifiable responses from AI systems.", "query": "semantic web AI LLM integration benefits examples", "children": [], "sources": [ { "title": "Using large language models for semantic interoperability", "url": "https://www.sciencedirect.com/science/article/pii/S240595952500092X" }, { "title": "From Semantic Web and MAS to Agentic AI: A Unified Narrative of ...", "url": "https://arxiv.org/html/2507.10644v3" }, { "title": "Semantic Layer — One Layer to Serve Them All | by Axel Schwanke", "url": "https://medium.com/@axel.schwanke/semantic-layer-one-layer-to-serve-them-all-d0ef7eff1ffa" } ] } ], "sources": [ { "title": "Semantic Web - Wikipedia", "url": "https://en.wikipedia.org/wiki/Semantic_Web" }, { "title": "A Review of the Semantic Web Field – Communications of the ACM", "url": "https://cacm.acm.org/research/a-review-of-the-semantic-web-field/" }, { "title": "(PDF) Semantic Web Technologies", "url": "https://www.researchgate.net/publication/30408878_Semantic_Web_Technologies" } ] }, { "name": "Decentralized and Distributed Web", "description": "Decentralized and distributed web technologies aim to reduce reliance on central servers, enhancing user control, privacy, and resilience. These models range from decentralized networks with multiple servers to fully distributed peer-to-peer systems.", "query": "decentralized web distributed web definition models examples", "children": [ { "name": "Centralized vs. Decentralized vs. Distributed Web", "description": "The centralized web relies on single servers controlling data and services, while decentralized web uses multiple interconnected servers for resilience. The distributed web eliminates central servers entirely, with users communicating directly in a peer-to-peer network.", "query": "centralized decentralized distributed web comparison models", "children": [], "sources": [ { "title": "Centralized vs. Decentralized vs. Distributed... - GeeksforGeeks", "url": "https://www.geeksforgeeks.org/system-design/comparison-centralized-decentralized-and-distributed-systems/" }, { "title": "Centralized vs Decentralized: Learn the Difference!", "url": "https://www.bitdegree.org/crypto/tutorials/centralized-vs-decentralized" }, { "title": "sciencedirect.com/science/article/pii/S0960982213004181", "url": "https://www.sciencedirect.com/science/article/pii/S0960982213004181" } ] }, { "name": "User Data Sovereignty", "description": "Decentralized and distributed web models prioritize user control over data, reducing risks of data exploitation, unauthorized access, and vendor lock-in associated with centralized systems.", "query": "decentralized web user data sovereignty benefits examples", "children": [], "sources": [ { "title": "Blockchain-Based Decentralized Storage Systems for Sustainable Data Self-Sovereignty: A Comparative Study", "url": "https://www.mdpi.com/2071-1050/16/17/7671" }, { "title": "Survey on Digital Sovereignty and Identity: From Digitization to Digitalization | ACM Computing Surveys", "url": "https://dl.acm.org/doi/10.1145/3616400" }, { "title": "DATA SOVEREIGNTY AND WEB3: PROTECTING ENTERPRISE DATA IN A DECENTRALIZED WORLD | by Kaul | liveplex | Medium", "url": "https://medium.com/liveplexmetaverseecosystem/data-sovereignty-and-web3-protecting-enterprise-data-in-a-decentralized-world-e76894176c59" } ] }, { "name": "Resilience and Redundancy", "description": "Decentralized and distributed systems are more resilient to failures, as data and services are replicated across multiple nodes, ensuring continuity even if some nodes go offline.", "query": "decentralized distributed web resilience redundancy benefits", "children": [], "sources": [ { "title": "Centralization and decentralization to enhance infrastructure resilience | by Alysha Helmrich | Infrastructure in the Anthropocene | Medium", "url": "https://medium.com/infrastructure-in-the-anthropocene/centralization-and-decentralization-to-enhance-infrastructure-resilience-638e2c35dac9" }, { "title": "(PDF) A Comparative Study of Data Integrity and Redundancy in Distributed Databases for Web Applications", "url": "https://www.researchgate.net/publication/386515856_A_Comparative_Study_of_Data_Integrity_and_Redundancy_in_Distributed_Databases_for_Web_Applications" }, { "title": "A Survey on Resilience in Information Sharing on Networks: Taxonomy and Applied Techniques | ACM Computing Surveys", "url": "https://dl.acm.org/doi/10.1145/3659944" } ] }, { "name": "Examples of Decentralized Applications", "description": "Examples of decentralized applications include Mastodon (decentralized social network) and Matrix (decentralized messaging platform), which operate across multiple servers while maintaining user control and interoperability.", "query": "decentralized applications examples Mastodon Matrix", "children": [], "sources": [ { "title": "Decentralized application - Wikipedia", "url": "https://en.wikipedia.org/wiki/Decentralized_application" }, { "title": "Mastodon: different social network, additional risks | Malwarebytes Labs", "url": "https://www.malwarebytes.com/blog/news/2017/04/mastodon-risks" }, { "title": "Why Mastodon Can't Be a Replacement for Twitter - The Wire", "url": "https://thewire.in/tech/why-mastodon-cant-be-a-replacement-for-twitter" } ] } ], "sources": [ { "title": "A decentralized model for usage and information flow control in ...", "url": "https://www.sciencedirect.com/science/article/pii/S0167404824002803" }, { "title": "The Decentralized Web: Defending Internet Freedom through ...", "url": "https://www.dci.mit.edu/projects/the-decentralized-web-defending-internet-freedom-through-decentralization-back-to-the-future" }, { "title": "Decentralized geoprivacy: leveraging social trust on the distributed ...", "url": "https://www.tandfonline.com/doi/full/10.1080/13658816.2021.1931236" } ] }, { "name": "Web 3.0: The Future of the Web", "description": "Web 3.0 represents the next evolution of the web, combining semantic web technologies with decentralized and distributed models to create a more intelligent, user-centric, and sovereign digital ecosystem.", "query": "Web 3.0 definition technologies future vision", "children": [ { "name": "Integration of Semantic and Decentralized Web", "description": "Web 3.0 integrates the semantic web's structured data with decentralized architectures, enabling intelligent, user-controlled applications that prioritize privacy, interoperability, and sovereignty.", "query": "Web 3.0 semantic web decentralized integration", "children": [], "sources": [ { "title": "Web 3.0: The Next Internet Evolution - Fabled Sky Research", "url": "https://fabledsky.com/knowledge-base/web-3-0-the-next-internet-evolution/" }, { "title": "Web 2.0 and web 3.0: transforming", "url": "https://jetir.org/papers/JETIR2511229.pdf" }, { "title": "What Is Web 3.0? Semantic Web | Martech Zone Acronyms", "url": "https://martech.zone/acronym/web3/" } ] }, { "name": "User-Centric Design", "description": "Web 3.0 emphasizes user sovereignty, enabling individuals to control their data, identities, and interactions without reliance on centralized intermediaries.", "query": "Web 3.0 user-centric design benefits examples", "children": [], "sources": [ { "title": "The Power Of User Centric Web Design | Ronins", "url": "https://www.ronins.co.uk/hub/user-centric-web-design/" }, { "title": "User-Centered Design and Interactive Health Technologies ... - PMC", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC2818536/" }, { "title": "User-Centered Design: Strategies and Benefits | TMDesign - Medium", "url": "https://medium.com/theymakedesign/user-centered-design-strategies-and-benefits-05ef389e92ff" } ] } ], "sources": [ { "title": "What is Web 3.0 & Why Does It Matter?", "url": "https://www.linkedin.com/pulse/what-web-30-why-does-matter-pravaahconsulting" }, { "title": "What Is Web 3.0?. First of all, let’s do a quick run | Medium", "url": "https://ingridzippe.medium.com/what-is-web-3-0-803200661481" }, { "title": "Descripción: Tokenization, blockchain and web 3.0 technologies as...", "url": "https://lareferencia.info/vufind/Record/BR_1c8c6c2fa81a0107db81d2f99316ee4b" } ] } ], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0960982213004181", "url": "https://www.sciencedirect.com/science/article/pii/S0960982213004181" }, { "title": "The path to digital autonomy: Europe's trilemma | Heinrich Böll Stiftung", "url": "https://eu.boell.org/en/2026/07/14/path-digital-autonomy-europes-trilemma" }, { "title": "Web 3.0 vs Web3: Understanding the Key Differences", "url": "https://pirgee.com/blogs/web-30-vs-web3-clarifying-the-terminology-and-concepts" } ] }, { "name": "CITOPIA Implementation and Technologies", "description": "CITOPIA applies the principles of open source, semantic web, and decentralized web to create a knowledge platform that empowers users. This section details the technologies, tools, and strategies used in CITOPIA's implementation.", "query": "CITOPIA implementation technologies open source semantic web decentralized web", "children": [ { "name": "Open Source Tools and Platforms", "description": "CITOPIA leverages open source tools to ensure transparency, user control, and community collaboration. Examples include Quarto for content structuring and plans to release CITOPIA's own code as open source by 2026.", "query": "CITOPIA open source tools Quarto examples", "children": [ { "name": "Quarto for Knowledge Structuring", "description": "Quarto is an open source tool used by CITOPIA to structure and publish content across web, presentations, and other formats, ensuring consistency and interoperability.", "query": "Quarto open source tool features benefits CITOPIA", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0013935118300355", "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355" }, { "title": "Open Design — Open-source AI alternative to Claude Design", "url": "https://opendesigner.io/" }, { "title": "Handy: open-source голосовой ввод без облака... | Диктуй", "url": "https://diktuy.ru/blog/handy-open-source-golosovoi-vvod-2026" } ] }, { "name": "Open Source Release Timeline", "description": "CITOPIA plans to release its platform's source code as open source by July-August 2026, enabling community contributions and ensuring long-term sustainability.", "query": "CITOPIA open source release timeline plans", "children": [], "sources": [ { "title": "Citopia", "url": "https://onlinepubs.trb.org/onlinepubs/IDEA/FinalReports/Transit/Transit101.pdf" }, { "title": "sciencedirect.com/science/article/pii/S0013935118300355", "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355" }, { "title": "Free online timeline maker", "url": "https://time.graphics/" } ] } ], "sources": [ { "title": "Gallery – Quarto", "url": "https://quarto.org/docs/gallery/" }, { "title": "mimic | The Open Source Drop", "url": "https://www.opensourcedrop.com/tools/littledivy/mimic" }, { "title": "Open Design — Open-source AI alternative to Claude Design", "url": "https://opendesigner.io/" } ] }, { "name": "Semantic Web Implementation", "description": "CITOPIA implements semantic web technologies to structure its content, enabling better integration with AI tools, improved navigation, and enhanced interoperability with external knowledge sources.", "query": "CITOPIA semantic web implementation technologies", "children": [ { "name": "Simple Semantic Web for Articles", "description": "CITOPIA uses a simple semantic web structure for its articles, allowing them to be directly integrated with large language models (LLMs) like ChatGPT for enhanced navigation and contextual understanding.", "query": "semantic web articles LLM integration CITOPIA", "children": [], "sources": [ { "title": "OpenAI | Research & Deployment", "url": "https://openai.com/" }, { "title": "Local LLM Integration in .NET: Running Phi-4, Llama... - Coder Legion", "url": "https://coderlegion.com/14688/local-llm-integration-in-net-running-phi-4-llama-3-mistral-with-onnx-runtime" }, { "title": "Notebook LM - Free AI Research Assistant | Chat with PDFs...", "url": "https://notebook-lm.com/" } ] }, { "name": "Knowledge Graphs for Advanced Navigation", "description": "CITOPIA envisions using knowledge graphs to represent its content, enabling advanced navigation, querying, and reasoning capabilities similar to Wikidata.", "query": "knowledge graphs CITOPIA navigation querying examples", "children": [], "sources": [ { "title": "WANDR Benchmark: Evaluating Research Agents That Must Search...", "url": "https://research.perplexity.ai/articles/wandr-benchmark-evaluating-research-agents-that-must-search-wide-and-deep" }, { "title": "Citopia MaaS/Multimodal – MOBI | The New Economy of Movement", "url": "https://dlt.mobi/maas/" }, { "title": "Few-Shot Learning with Examples - Pydantic Models - Instructor", "url": "https://python.useinstructor.com/examples/examples/" } ] } ], "sources": [ { "title": "W3C Verifiable Credentials Data Model - Web of Trust Map", "url": "https://www.weboftrust.org/standard/w3c_verifiable_credentials_data_model-12" }, { "title": "Operational Concepts for Distributed Ledger in ITS Use Cases", "url": "https://rosap.ntl.bts.gov/view/dot/74274/dot_74274_DS1.pdf" }, { "title": "Building Trustworthy Twin-Based Systems With Self-Sovereign ...", "url": "https://ieeexplore.ieee.org/iel8/6287639/10380310/10770110.pdf" } ] }, { "name": "Decentralized and Local AI Tools", "description": "CITOPIA explores decentralized and local AI tools to enhance user sovereignty, privacy, and control over data. This includes hosting local LLMs and replacing proprietary AI tools with open source alternatives.", "query": "CITOPIA decentralized local AI tools open source", "children": [ { "name": "Local LLM Integration", "description": "CITOPIA plans to integrate local LLMs into its platform, allowing users to interact with AI tools while keeping their data private and secure on their own devices.", "query": "local LLM integration benefits CITOPIA privacy", "children": [], "sources": [ { "title": "How to Use a Local LLM within Cursor - YouTube", "url": "https://www.youtube.com/watch?v=Ssh3m_8RPlA" }, { "title": "Scikit-Ollama for Scikit-LLM/Ollama Integration", "url": "https://machinelearningmastery.com/scikit-ollama-for-scikit-llm-ollama-integration/" }, { "title": "Run LLMs Locally with Ollama, Ngrok & Cursor IDE – A Complete...", "url": "https://blog.rodrigomd.dev/run-llm-locally-ollama-ngrok-cursor" } ] }, { "name": "Replacing Proprietary AI Tools", "description": "CITOPIA aims to replace proprietary AI tools like Notebook LM and Consensus with open source alternatives such as Open Notebook and Semantic Scholar, ensuring transparency and user control.", "query": "open source AI tools alternatives Notebook LM Consensus", "children": [ { "name": "Open Notebook", "description": "Open Notebook is an open source alternative to Notebook LM, enabling users to organize and analyze documents while maintaining control over their data.", "query": "Open Notebook open source features benefits", "children": [], "sources": [ { "title": "What is Open Notebook? | Open Notebook", "url": "https://www.open-notebook.ai/" }, { "title": "book.the-turing-way.org/_sources/reproducible-research/open/open...", "url": "https://book.the-turing-way.org/_sources/reproducible-research/open/open-notebooks.md" }, { "title": "Getting started with Jupyter Notebooks | Opensource.com", "url": "https://opensource.com/article/18/3/getting-started-jupyter-notebooks" } ] }, { "name": "Semantic Scholar", "description": "Semantic Scholar is an open source tool that enhances traditional search with semantic capabilities, enabling users to find relevant documents even without exact keyword matches.", "query": "Semantic Scholar open source features benefits", "children": [], "sources": [ { "title": "Semantic Scholar | AI-Powered Research Tool", "url": "https://www.semanticscholar.org/" }, { "title": "Semantic Scholar Review: Features & Benefits — Otio Blog", "url": "https://otio.ai/blog/semantic-scholar" }, { "title": "Semantic Scholar — Grokipedia", "url": "https://grokipedia.com/page/Semantic_Scholar" } ] } ], "sources": [ { "title": "What AI tools (besides ChatGPT) do you actually use in your PhD ...", "url": "https://www.reddit.com/r/PhdProductivity/comments/1kvepen/what_ai_tools_besides_chatgpt_do_you_actually_use/" }, { "title": "NotebookLM vs. Logically: Which Is Best For AI Research??", "url": "https://logically.app/comparisons/notebook-lm-alternative/" }, { "title": "9 Best Notebooklm Alternatives in 2026 (Free + Paid) - Paperguide", "url": "https://paperguide.ai/blog/notebooklm-alternatives/" } ] } ], "sources": [ { "title": "Citopia Decentralized Marketplace's activities/tech stack...", "url": "https://www.weboftrust.org/project/citopia_decentralized_marketplace-197" }, { "title": "Citopia – MOBI | The New Economy of Movement", "url": "https://dlt.mobi/citopia/" }, { "title": "GitHub - techjarves/Uncensored-Local-AI-Multiplatform...", "url": "https://github.com/techjarves/Uncensored-Local-AI-Multiplatform" } ] }, { "name": "Knowledge Management Workflow", "description": "CITOPIA's knowledge management workflow involves transforming discussions into structured articles and books, leveraging AI tools for transcription, clustering, and triangulation to ensure accuracy and depth.", "query": "CITOPIA knowledge management workflow AI tools", "children": [ { "name": "From Discussion to Article", "description": "CITOPIA uses AI tools to transcribe discussions, cluster related ideas, and structure content into coherent articles. This process ensures that insights from diverse perspectives are captured and organized effectively.", "query": "AI tools discussion to article workflow CITOPIA", "children": [], "sources": [ { "title": "Write Your Research Paper 10x Faster: Jenni AI Complete... - YouTube", "url": "https://www.youtube.com/watch?v=iPiIvnsBiP4" }, { "title": "Google NotebookLM | AI Research Tool & Thinking Partner", "url": "https://notebooklm.google/?original_referer=https://www.google.com" }, { "title": "Free AI Article Writer & Generator | No Sign-up Required", "url": "https://www.grammarly.com/ai/ai-writing-tools/article-writer" } ] }, { "name": "Triangulation for Verification", "description": "Triangulation involves cross-referencing discussions with external sources to validate arguments and ensure the accuracy of content. CITOPIA uses AI tools to automate this process, enhancing the reliability of its knowledge base.", "query": "triangulation AI verification CITOPIA examples", "children": [], "sources": [ { "title": "Human-AI Triangulation Lab: Use AI Without Outsourcing Judgment...", "url": "https://maven.com/drdannyg/human-ai-triangulation-lab" }, { "title": "Ollama Deep Researcher: Amazing Web AI Research... - YouTube", "url": "https://www.youtube.com/watch?v=IWorQSdkvik" }, { "title": "science.org/doi/10.1126/science.abg0818", "url": "https://www.science.org/doi/10.1126/science.abg0818" } ] }, { "name": "AI-Augmented Books", "description": "CITOPIA plans to create AI-augmented books, enabling users to interact with the content through conversational interfaces, enhancing accessibility and engagement.", "query": "AI-augmented books CITOPIA interactive content examples", "children": [], "sources": [ { "title": "TCRP - 2023 - Transportation Research Board (TRB)", "url": "https://onlinepubs.trb.org/onlinepubs/tcrp/TCRPAnnual2023.pdf" }, { "title": "TCRP - 2022 - Transportation Research Board (TRB)", "url": "https://onlinepubs.trb.org/onlinepubs/tcrp/TCRPAnnual2022.pdf" }, { "title": "University of Zagreb Faculty of Architecture Dashnor Kadiri", "url": "https://www.arhitekt.unizg.hr/files/file/nastava/doktorski/2025/Dashnor-Kadiri_BOOK-II---APPENDIX_final-version.pdf" } ] } ], "sources": [ { "title": "The 12 Best AI Tools for 2026 (That People Actually Use)", "url": "https://www.synthesia.io/post/ai-tools" }, { "title": "Google NotebookLM | AI Research Tool & Thinking Partner", "url": "https://notebooklm.google/" }, { "title": "Deep Research - Sales Lead Magnet Agent | n8n workflow template", "url": "https://n8n.io/workflows/4721-deep-research-sales-lead-magnet-agent/" } ] }, { "name": "Unified Access Through Conversational Interfaces", "description": "CITOPIA aims to provide a unified access point to its knowledge base through conversational interfaces, enabling users to interact with content via discussions rather than traditional web navigation.", "query": "CITOPIA conversational interfaces unified access examples", "children": [ { "name": "Homogeneous User Experience", "description": "Conversational interfaces provide a homogeneous and intuitive user experience, reducing cognitive load and making it easier for users to access and interact with knowledge.", "query": "conversational interfaces benefits homogeneous user experience", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S2666603022000136", "url": "https://www.sciencedirect.com/science/article/pii/S2666603022000136" }, { "title": "UI/UX Design Importance in 2026 & Beyond: 15 Powerful Benefits", "url": "https://codecondo.com/ui-ux-design-importance-in-2026-beyond/" }, { "title": "Conversational Interfaces: The Future of Interaction", "url": "https://www.linkedin.com/pulse/conversational-interfaces-future-interaction-marko-lukicic" } ] }, { "name": "Examples of Conversational Platforms", "description": "Platforms like WeChat demonstrate the potential of conversational interfaces, where users access multiple services through a single chat-based interface, streamlining interactions and reducing complexity.", "query": "conversational platforms examples WeChat benefits", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S2405844023021680", "url": "https://www.sciencedirect.com/science/article/pii/S2405844023021680" }, { "title": "Conversational AI Platforms for Regulated Businesses", "url": "https://www.igenius.ai/blog/creating-enterprise-value-from-conversational-platforms" }, { "title": "WorldVentures - Platform Benefits: WeChat - YouTube", "url": "https://www.youtube.com/watch?v=E86200BSLp4" } ] } ], "sources": [ { "title": "The unified interface for LLMs. Find the best models & prices for your...", "url": "https://openrouter.ai/" }, { "title": "Analyzing Grice’s Conversational Implicature in Responses Produced...", "url": "https://journal.ummat.ac.id/index.php/JELTL/article/view/39976" }, { "title": "Digital Technologies Research and Applications - UK Scientific...", "url": "https://ojs.ukscip.com/dtra/issue/view/384" } ] } ], "sources": [ { "title": "W3C Verifiable Credentials Data Model - Web of Trust Map", "url": "https://www.weboftrust.org/standard/w3c_verifiable_credentials_data_model-12" }, { "title": "Operational Concepts for Distributed Ledger in ITS Use Cases", "url": "https://rosap.ntl.bts.gov/view/dot/74274/dot_74274_DS1.pdf" }, { "title": "Building Trustworthy Twin-Based Systems With Self-Sovereign ...", "url": "https://ieeexplore.ieee.org/iel8/6287639/10380310/10770110.pdf" } ] }, { "name": "Challenges and Future Directions", "description": "This section explores the challenges faced by CITOPIA and the broader digital sovereignty movement, as well as future directions for research, development, and community engagement.", "query": "digital sovereignty challenges future directions CITOPIA research", "children": [ { "name": "Challenges of Open Source Auditing", "description": "Auditing open source code for security vulnerabilities and malicious activities is a significant challenge due to the scale and complexity of large projects. This section explores strategies and tools to address these challenges.", "query": "open source auditing challenges solutions tools", "children": [ { "name": "Scalability of Code Audits", "description": "Large open source projects like the Linux kernel contain millions of lines of code, making manual auditing impractical. Automated tools and community efforts are essential to address this challenge.", "query": "open source code audit scalability solutions examples", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0013935118300355", "url": "https://www.sciencedirect.com/science/article/pii/S0013935118300355" }, { "title": "Building a Scalable Audit Log System with AWS... - DEV Community", "url": "https://dev.to/epilot/building-a-scalable-audit-log-system-with-aws-and-clickhouse-jn5" }, { "title": "Top 15 Open Source Ecommerce Platforms to Use in 2026 | BelVG Blog", "url": "https://belvg.com/blog/10-best-open-source-ecommerce-platforms.html" } ] }, { "name": "Community and Corporate Auditing Efforts", "description": "Both community-driven and corporate-backed auditing efforts play a crucial role in ensuring the security and reliability of open source software. Examples include Google's oversight of Chromium and community-driven audits of critical projects.", "query": "open source auditing community corporate efforts examples", "children": [], "sources": [ { "title": "How Open-Source Audit Tools Improve Compliance - Serverion", "url": "https://www.serverion.com/uncategorized/how-open-source-audit-tools-improve-compliance/" }, { "title": "Audit firms' corporate social responsibility activities and auditor ...", "url": "https://www.sciencedirect.com/science/article/pii/S0361368224000291" }, { "title": "Open Source Audit Market Opportunities: Emerging Global Trends ...", "url": "https://www.linkedin.com/pulse/open-source-audit-market-opportunities-emerging-r1fre" } ] } ], "sources": [ { "title": "Petri: An open-source auditing tool to accelerate AI safety research", "url": "https://www.anthropic.com/research/petri-open-source-auditing" }, { "title": "Petri: An open-source auditing tool to accelerate AI safety research", "url": "https://www.linkedin.com/posts/amirelion_petri-an-open-source-auditing-tool-to-accelerate-activity-7381038607102447616-LGbx" }, { "title": "(PDF) Application of Big Data Technology in Financial Auditing...", "url": "https://www.researchgate.net/publication/382915303_Application_of_Big_Data_Technology_in_Financial_Auditing_Challenges_Opportunities_and_Implications_for_the_Accounting_Profession" } ] }, { "name": "Balancing Decentralization and Usability", "description": "Decentralized and distributed web technologies offer significant benefits for user sovereignty but can introduce complexity and usability challenges. This section explores strategies to balance these trade-offs.", "query": "decentralized web usability challenges solutions examples", "children": [ { "name": "User-Friendly Decentralized Applications", "description": "Developing user-friendly decentralized applications is essential to ensure widespread adoption. This involves simplifying interfaces, improving documentation, and providing seamless onboarding experiences.", "query": "user-friendly decentralized applications examples best practices", "children": [], "sources": [ { "title": "Decentralized application - Wikipedia", "url": "https://en.wikipedia.org/wiki/Decentralized_application" }, { "title": "Blockchain UX: How to Design User-Friendly Decentralized Apps", "url": "https://www.purrweb.com/blog/blockchain-ux-design/" }, { "title": "Onboarding africans to WEB3 through user-friendly...", "url": "https://medium.com/@gladnessokoroji/onboarding-africans-to-web3-through-user-friendly-decentralized-applications-6447e6d2404a" } ] }, { "name": "Education and Advocacy", "description": "Educating users about the benefits and usage of decentralized technologies is crucial for adoption. Advocacy efforts can help raise awareness and drive community engagement.", "query": "decentralized web education advocacy strategies examples", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0969698922002429", "url": "https://www.sciencedirect.com/science/article/pii/S0969698922002429" }, { "title": "10 advocacy strategies for your organization's next campaign | Bonterra", "url": "https://www.bonterratech.com/blog/advocacy-strategies" }, { "title": "Advocacy strategies and approaches: Overview | Association for...", "url": "https://www.apc.org/en/advocacy-strategies-and-approaches-overview" } ] } ], "sources": [ { "title": "Web 3.0 and Sustainability: Challenges and Research Opportunities", "url": "https://www.mdpi.com/2071-1050/15/20/15126" }, { "title": "Decentralizing the future: Value creation in Web 3.0 and the Metaverse", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC12828255/" }, { "title": "What it Means to Decentralize the Web - Lund University Publications", "url": "https://lup.lub.lu.se/student-papers/record/9116844/file/9116849.pdf" } ] }, { "name": "Future Research and Development", "description": "Future research and development in digital sovereignty will focus on advancing semantic web technologies, decentralized architectures, and AI integration to create more intelligent, user-centric, and sovereign digital ecosystems.", "query": "digital sovereignty future research development directions", "children": [ { "name": "Advancing Semantic Web Technologies", "description": "Research in semantic web technologies will focus on improving data interoperability, knowledge graph construction, and integration with AI tools to enable more intelligent and context-aware applications.", "query": "semantic web future research directions technologies", "children": [], "sources": [ { "title": "Charting past, present, and future research in the semantic web and...", "url": "https://puretest.port.ac.uk/en/publications/charting-past-present-and-future-research-in-the-semantic-web-and" }, { "title": "Semantic Web - Wikiwand", "url": "https://www.wikiwand.com/en/Semantic_Web" }, { "title": "(PDF) Semantic Web Development", "url": "https://www.researchgate.net/publication/235026219_Semantic_Web_Development" } ] }, { "name": "Enhancing Decentralized Architectures", "description": "Future development in decentralized architectures will aim to improve scalability, security, and usability, enabling fully distributed and user-controlled digital ecosystems.", "query": "decentralized web future research scalability security usability", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S1566253523001136", "url": "https://www.sciencedirect.com/science/article/pii/S1566253523001136" }, { "title": "Multi-Criteria Evaluation Of Blockchain Platforms For Web Applications...", "url": "https://www.xlescience.org/index.php/IJASIS/article/view/1378" }, { "title": "Blockchain's Scalability Crisis: Can We Solve the Trilemma? | LinkedIn", "url": "https://www.linkedin.com/posts/ridoy-das-94a82126a_blockchain-scalability-ai-activity-7355229837306810368-ubQz" } ] }, { "name": "AI and Digital Sovereignty", "description": "Research will explore the role of AI in enhancing digital sovereignty, including the development of local LLMs, AI-assisted auditing tools, and ethical AI frameworks to ensure transparency and user control.", "query": "AI digital sovereignty research directions local LLMs ethics", "children": [], "sources": [ { "title": "Open-Source vs Proprietary LLMs: Ethical Trade-Offs | Latitude", "url": "https://latitude.so/blog/open-source-vs-proprietary-llms-ethical-trade-offs" }, { "title": "Beyond Clouds: Locally Runnable LLMs as a Secure Solution for AI...", "url": "https://www.bohrium.com/paper-details/beyond-clouds-locally-runnable-llms-as-a-secure-solution-for-ai-applications/1048452372168179713-96963" }, { "title": "The Contextual Edge: LLMs and Sweden’s Public Sector Transformation", "url": "https://link.springer.com/chapter/10.1007/978-3-032-01589-1_12" } ] } ], "sources": [ { "title": "(PDF) Digital Sovereignty", "url": "https://www.researchgate.net/publication/377019471_Digital_Sovereignty" }, { "title": "An alternative planetary future? Digital sovereignty frameworks and...", "url": "https://kclpure.kcl.ac.uk/portal/en/publications/an-alternative-planetary-future-digital-sovereignty-frameworks-an/" }, { "title": "The path to digital autonomy: Europe's trilemma | Heinrich Böll Stiftung", "url": "https://eu.boell.org/en/2026/07/14/path-digital-autonomy-europes-trilemma" } ] }, { "name": "Community and Collaboration", "description": "Building a strong community and fostering collaboration are essential for the success of digital sovereignty initiatives like CITOPIA. This section explores strategies for community engagement and collaboration.", "query": "digital sovereignty community collaboration strategies examples", "children": [ { "name": "Open Source Community Engagement", "description": "Engaging with the open source community through contributions, feedback, and collaboration is crucial for the development and sustainability of projects like CITOPIA.", "query": "open source community engagement strategies best practices", "children": [], "sources": [ { "title": "A review of strategies and levels of community engagement ... - PMC", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC11035763/" }, { "title": "Open Source Community Engagement Strategies - LinkedIn", "url": "https://www.linkedin.com/top-content/innovation/open-source-innovation-collaboration/open-source-community-engagement-strategies/" }, { "title": "Community Engagement 101: Ultimate Beginner's Guide", "url": "https://visiblenetworklabs.com/guides/community-engagement-101/" } ] }, { "name": "Inter-Academic and Interdisciplinary Collaboration", "description": "Collaborating across academic disciplines and institutions enriches discussions, fosters innovation, and ensures that diverse perspectives are represented in digital sovereignty initiatives.", "query": "inter-academic interdisciplinary collaboration benefits strategies", "children": [], "sources": [ { "title": "The Case for Understanding Interdisciplinary Relationships in ... - PMC", "url": "https://pmc.ncbi.nlm.nih.gov/articles/PMC10262946/" }, { "title": "Team principles for successful interdisciplinary research teams", "url": "https://www.sciencedirect.com/science/article/pii/S2666602223000587" }, { "title": "Promoting Interdisciplinary Research Collaboration: A Systematic ...", "url": "https://www.tandfonline.com/doi/full/10.1080/02691728.2023.2172694" } ] }, { "name": "Civic and Public Engagement", "description": "Engaging with civic organizations and the public is essential to raise awareness, drive adoption, and ensure that digital sovereignty initiatives align with societal needs and values.", "query": "digital sovereignty civic public engagement strategies examples", "children": [], "sources": [ { "title": "Digital Sovereignty - Fundamentals | Weizenbaum Institut", "url": "https://fundamentals.weizenbaum-institut.de/en/digital-sovereignty/" }, { "title": "Full article: Attributes of Digital Sovereignty: A Conceptual Framework", "url": "https://www.tandfonline.com/doi/full/10.1080/14650045.2025.2521548" }, { "title": "Digital Democracy Ecosystem - Civicus", "url": "https://civicus.org/documents/ddi/ddi_synthesis-report_analysis-of-the-digital-democracy-ecosystem.pdf" } ] } ], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0960982213004181", "url": "https://www.sciencedirect.com/science/article/pii/S0960982213004181" }, { "title": "The path to digital autonomy: Europe's trilemma | Heinrich Böll Stiftung", "url": "https://eu.boell.org/en/2026/07/14/path-digital-autonomy-europes-trilemma" }, { "title": "Re-imagining Africa’s sovereignty in a digitally... | Global Policy Journal", "url": "https://www.globalpolicyjournal.com/blog/10/05/2023/re-imagining-africas-sovereignty-digitally-interdependent-world" } ] } ], "sources": [ { "title": "Citopia", "url": "https://onlinepubs.trb.org/onlinepubs/IDEA/FinalReports/Transit/Transit101.pdf" }, { "title": "Digital Technologies Research and Applications - UK Scientific...", "url": "https://ojs.ukscip.com/dtra/issue/view/105" }, { "title": "Pew Research Center | Nonpartisan, nonadvocacy, public opinion...", "url": "https://www.pewresearch.org/" } ] }, { "name": "Conclusions and Key Takeaways", "description": "This section summarizes the key conclusions and takeaways from the discussion on digital sovereignty, open source, semantic web, and decentralized web technologies, and their application in CITOPIA.", "query": "digital sovereignty conclusions key takeaways CITOPIA open source semantic web decentralized web", "children": [ { "name": "User Sovereignty is Technically Feasible", "description": "Digital sovereignty is achievable through the combined use of open source software, decentralized web technologies, and semantic web principles. These tools empower users to control their data, identities, and interactions.", "query": "user digital sovereignty feasibility open source decentralized web semantic web", "children": [], "sources": [ { "title": "sciencedirect.com/science/article/pii/S0960982213004181", "url": "https://www.sciencedirect.com/science/article/pii/S0960982213004181" }, { "title": "The path to digital autonomy: Europe's trilemma | Heinrich Böll Stiftung", "url": "https://eu.boell.org/en/2026/07/14/path-digital-autonomy-europes-trilemma" }, { "title": "Elicit: AI for scientific research", "url": "https://elicit.com/" } ] }, { "name": "Three Pillars of Digital Sovereignty", "description": "The three pillars of digital sovereignty are: 1) Open source for transparency and community collaboration, 2) Decentralized web for user control and resilience, and 3) Semantic web for intelligent data integration and interoperability.", "query": "three pillars digital sovereignty open source decentralized web semantic web", "children": [], "sources": [ { "title": "Web 3.0: The Future of Internet - ACM Digital Library", "url": "https://dl.acm.org/doi/fullHtml/10.1145/3543873.3587583" }, { "title": "Enabling technologies for Web 3.0: A comprehensive survey", "url": "https://www.sciencedirect.com/science/article/abs/pii/S1389128625002105" }, { "title": "Web 3.0: The Future of the Internet and its Evolution - Investopedia", "url": "https://www.investopedia.com/web-20-web-30-5208698" } ] }, { "name": "CITOPIA as a Practical Model", "description": "CITOPIA serves as a practical model for implementing digital sovereignty principles, demonstrating how open source, semantic web, and decentralized technologies can be integrated to create a user-centric knowledge platform.", "query": "CITOPIA digital sovereignty model open source semantic web decentralized web", "children": [], "sources": [ { "title": "Operational Concepts for Distributed Ledger in ITS Use Cases", "url": "https://rosap.ntl.bts.gov/view/dot/74274/dot_74274_DS1.pdf" }, { "title": "DRAFT_Industrial Blockchain Task Force Report - INATBA", "url": "https://inatba.org/wp-content/uploads/2024/07/Industrial-Blockchain-Task-Force-Report-July-2024.pdf" }, { "title": "", "url": "/clev?event=StartpageResultClick&sc=AR5cSbel7Op1YlILigbaFLrRteWgZs8rv2Qjbtjse6CpJUAOlqwGAJg2lmpbOF7Zry2VBXrnm1Wmkpoqq56lbgDK7YO0hf&payload={\"bdsSessionId\":\"964c433834454140a532f4d548b06dda\",\"cheqId\":\"\",\"countryCode\":\"FR\",\"deviceType\":\"desktop\",\"endpoint\":\"search.serp\",\"hasGoogleAds\":true,\"page_id\":\"mqbO3kdavEZ26oUk\",\"queryCategory\":\"web\",\"segment\":\"startpage.udog\",\"session_id\":\"wj3LCUpnh7yQYPG4\",\"surface\":\"serp-web\",\"transport\":\"href-request\"}" } ] }, { "name": "Invitation to Rethink Digital Infrastructure", "description": "Projects like CITOPIA invite stakeholders to rethink how digital infrastructures are built, advocating for user empowerment, transparency, and collaboration as foundational principles.", "query": "rethinking digital infrastructure user empowerment transparency collaboration", "children": [], "sources": [ { "title": "Digital transformation: A review and research agenda - ScienceDirect", "url": "https://www.sciencedirect.com/science/article/pii/S0263237322001219" }, { "title": "Bridging digital divides: infrastructure, transparency and mobile ...", "url": "https://www.emerald.com/ejim/article/29/1/1/1332818/Bridging-digital-divides-infrastructure" }, { "title": "The case for expanding digital public infrastructure - Chatham House", "url": "https://www.chathamhouse.org/sites/default/files/2025-10/2025-10-27-digital-public-infrastructure-wilkinson-et-al.pdf" } ] }, { "name": "Acknowledgments and Collaborators", "description": "The success of CITOPIA and similar initiatives relies on the contributions of collaborators, including Tanguy (for bridging residents and administration), Karane (for network modeling expertise), and Nicolas (for cybersecurity insights).", "query": "CITOPIA collaborators acknowledgments contributions", "children": [], "sources": [ { "title": "ojs.aaai.org/aimagazine/index.php/aimagazine/article/view/1904", "url": "https://ojs.aaai.org/aimagazine/index.php/aimagazine/article/view/1904" }, { "title": "Citopia", "url": "https://onlinepubs.trb.org/onlinepubs/IDEA/FinalReports/Transit/Transit101.pdf" }, { "title": "Pew Research Center | Nonpartisan, nonadvocacy, public opinion...", "url": "https://www.pewresearch.org/" } ] } ], "sources": [ { "title": "Citopia", "url": "https://onlinepubs.trb.org/onlinepubs/IDEA/FinalReports/Transit/Transit101.pdf" }, { "title": "Difference Between Web 1.0, Web 2.0, and Web 3.0 - GeeksforGeeks", "url": "https://www.geeksforgeeks.org/blogs/web-1-0-web-2-0-and-web-3-0-with-their-difference/" }, { "title": "Pew Research Center | Nonpartisan, nonadvocacy, public opinion...", "url": "https://www.pewresearch.org/" } ] } ], "sources": [ { "title": "A review on building blocks of decentralized artificial intelligence - ScienceDirect", "url": "https://www.sciencedirect.com/science/article/pii/S2405959525000463" }, { "title": "Toward Decentralized Intelligence: A Systematic Literature Review of Blockchain-Enabled AI Systems", "url": "https://www.mdpi.com/2078-2489/16/9/765" }, { "title": "Digital Sovereignty: A Descriptive Analysis and a Critical Evaluation of Existing Models | Digital Society | Springer Nature Link", "url": "https://link.springer.com/article/10.1007/s44206-024-00146-7" } ] }