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Disinformation and Peacebuilding in Sub-Saharan Africa : Security Implications of AI-Altered Information Environments : Research Report Année de publication: 2024 Auteur: Eduardo Albrecht | Eleonore Fournier-Tombs | Rebecca Brubake Auteur institutionnel: United Nations University This report aims to further explore the way in which AI technologies as they currently stand impact peace and conflict, and what methods might be used to mitigate their adverse effects - through the development of better tools and the inclusion of peace and conflict considerations in AI governance frameworks. The report proposes the following recommendations: 1. More funding and support should be provided to civil society organization efforts to expand media literacy and fact-checking initiatives using AI tools to enhance capabilities. 2. Governments need to work with civil society to develop and implement comprehensive, transparent legal frameworks combating disinformation. These legislative measures need to support digital and media literacy campaigns and fact-checking organizations. 3. Social media companies need to expand investment and research into understanding local information environments, so they can better identify and respond to instances of disinformation in all contexts in which they operate and enhance transparency. 4. Peacebuilding organizations need to carefully consider local media ecosystems and information environments when conducting conflict analyses, and factor these dynamics into their projects' frameworks. 
Journalism and Artificial Intelligence in Latin America Année de publication: 2023 Auteur: Natalia Zuazo Auteur institutionnel: UNESCO Montevideo In a context of exponential growth of artificial intelligence (AI) and technological dominance in all spheres of life — economic, social, cultural, environmental, and political —, this Paper explores the impact of AI on journalism from a critical and ethical perspective, with special attention to Latin America. It addresses inequalities and challenges inherent in the implementation of AI in the region. The aim is to offer an useful tool in the continuous training of students and media professionals. 
Artificial Intelligence and Gender Equality: Key Findings of UNESCO’s Global Dialogue Année de publication: 2020 Auteur institutionnel: UNESCO The purpose of the UNESCO’s Dialogue on Gender Equality and AI was to identify issues, challenges, and good practices to help: Overcome the built-in gender biases found in AI devices, data sets and algorithms; Improve the global representation of women in technical roles and in boardrooms in the technology sector; and Create robust and gender-inclusive AI principles, guidelines and codes of ethics within the industry. This Summary Report sets forth proposed elements of a Framework on Gender Equality and AI for further consideration, discussion and elaboration amongst various stakeholders. It reflects experts’ inputs to the UNESCO Dialogue on Gender Equality and AI, as well as additional research and analysis. This is not a comprehensive exploration of the complexities of the AI ecosystem in all its manifestations and all its intersections with gender equality. Rather, this is a starting point for conversation and action and has a particular focus on the private sector. It argues for the need to 1. Establish a whole society view and mapping of the broader goals we seek to achieve in terms of gender equality;2. Generate an understanding of AI Ethics Principles and how to position gender equality within them; 3. Reflect on possible approaches for operationalizing AI and Gender Equality Principles; and4. Identify and develop a funded multi-stakeholder action plan and coalition as a critical next step. 
Journey through the MILtiverse: Media and Information Literacy Toolkit for Youth Organizations Année de publication: 2024 Auteur: Sandra Acero Pulgarin | Natalia González-Gil | Alejandro Santamaría Virviescas Auteur institutionnel: UNESCO Empowering Youth Organizations with and for Media and Information LiteracyIn an era where digital interactions dominate, young people must be equipped with more than just basic digital literacy skills. Media and Information Literacy (MIL) has become an essential competency, enabling them to critically navigate the overwhelming ow of information in our fast-paced and complex information ecosystem. \With the Internet user base getting younger every day — data shows that one in three internet users is a child — countries worldwide are increasingly working on integrating MIL into their education systems. Despite these advancements, many young people still grapple with challenges such as disinformation, hate speech, and other harmful online content. Additionally, new technologies continue to emerge, creating challenges with unknown impacts. For example, 80% of young people aged 10 to 24 use AI multiple times a day for education, entertainment, and other purposes. Global youth organizations are at the forefront of UNESCO’s eorts to promote MIL among young people through informal education. This toolkit serves as a primary resource to help these organizations incorporate MIL into their strategies, policies, and operations, aiming to make MIL a lasting component of their practices and peer-to-peer educational programs. Join us on this journey through the MILtiverse and empower the next generation by making MIL a fundamental life competence for their futures. 
AI and the Future of Education: Disruptions, Dilemmas and Directions Année de publication: 2025 Auteur institutionnel: UNESCO Artificial intelligence (AI) is reshaping the way we learn, teach and make sense of the world around us, but it is doing so unequally. While one-third of humanity remains offline, access to the most cutting-edge AI models is reserved for those with subscriptions, infrastructure and linguistic advantage.These disparities not only restrict who can use AI, but also determine whose knowledge, values and languages dominate the systems that increasingly influence education.This anthology explores the philosophical, ethical and pedagogical dilemmas posed by disruptive influence of AI in education. Bringing together insights from global thinkers, leaders and changemakers, the collection challenges assumptions, surfaces frictions, provokes contestation, and sparks audacious new visions for equitable human-machine co-creation.Covering themes from dismantling outdated assessment systems to cultivating an ethics of care, the 21 think pieces in this volume take a step towards building a global commons for dialogue and action, a shared space to think together, debate across differences, and reimagine inclusive education in the age of AI.Building on UNESCO’s Recommendation on the Ethics of AI, its Guidance on Generative AI in Education and Research and its twin AI competency frameworks for teachers and students, such a global commons can direct collective sense-making and bold reimagination around curricula, pedagogy, governance and policy with human rights, justice and inclusion at its core. 
Missing Links in AI Governance Année de publication: 2023 Auteur institutionnel: UNESCO | Mila – Quebec Artificial Intelligence Institute Over the next decade, Artificial Intelligence (“AI”) will continue to significantly impact societies. While these scientific and technological advances take place at an extraordinary pace, it is necessary that we simultaneously stimulate a global and inclusive conversation around their development and governance. It is in this context that Mila and UNESCO join forces to steer a collective work to identify and understand missing links in AI governance. This publication is a compilation of 18 selected submissions from a global open call for proposals launched in 2021. The works featured cross disciplinary and geographical boundaries, and include the perspectives of academics, civil society representatives, and innovators to help shift the conversation on AI from what we do know and foresee to what we do not, the missing links. The topics covered are wide ranging, including AI and Indigenous rights, Deepfakes, Third-Party Audits of AI Systems, AI alignment with SDGs, and the centralization of decision-making power AI allows. Policymakers and civil society members will benefit from the insightful perspectives brought forward to face the immense task they are presented with – which is to ensure the development of AI in a human-centred, responsible and ethical way, in accordance with human rights. Angles morts de la gouvernance de l’IA Année de publication: 2023 Auteur institutionnel: Organisation des Nations Unies pour l'éducation, la science et la culture (UNESCO) | Mila – Quebec Artificial Intelligence Institute Au cours de la prochaine décennie, l’intelligence artificielle (IA) continuera d’avoir une influence et un effet considérables sur nos sociétés. Alors que ces avancées scientifiques et technologiques se succèdent à un rythme soutenu, il est essentiel de poursuivre et accélérer la conversation mondiale et inclusive sur leur développement et leur gouvernance.C’est dans ce contexte que Mila et l’UNESCO unissent leurs forces pour mener un travail collectif pour cerner des questions importantes et novatrices quant à la gouvernance de l’IA. La présente publication est une compilation de 18 chapitres sélectionnés à la suite d’un appel à contributions lancé mondiale-ment en 2021. Les articles présentés traversent les frontières disciplinaires et géographiques en plus d’inclure différentes perspectives, incluant celles d’universitaires, de membres de la société civile et d’innovateurs et innovatrices. Cette publication vise à influencer la conversation sur l’IA pour que celle-ci porte moins sur ce que nous savons déjà que sur ce qui échappe à notre regard : les angles morts de l’IA. Les sujets abordés sont donc variés et incluent notamment la perspective du droit international et des droits des peuples autochtones, les audits des systèmes d’IA, l’alignement de ces technologies avec les objectifs de développement durable des Nations Unies et la centralisation du pouvoir décisionnel que permet cette technologie de rupture.Les membres des milieux politiques, de la recherche et de la société civile engagés dans cette conversation mondiale sur l’IA bénéficieront des perspectives présentées pour faire face à l’immense tâche qui leur incombe : assurer un développement de l’IA qui soit éthique, inclusif et conforme aux droits humains.« Les guerres prenant naissance dans l’esprit des hommes et des femmes, c’est dans l’esprit des hommes et des femmes que doivent être élevées les défenses de la paix »18 propositions sélectionnées offrant une approche pluraliste, informée et critique de la gouvernance de l’IA. 
Chile: Artificial Intelligence Readiness Assessment Report Année de publication: 2023 Auteur institutionnel: UNESCO The Readiness Assessment Methodology (RAM) is a diagnostic tool intended to assist Member States in upholding their commitment to the Recommendation by helping them understand how prepared they are to implement AI ethically and responsibly for all their citizens. The RAM questionnaire forms the basis for the first section of this readiness assessment report, providing a comprehensive but detailed overview of laws, institutions, and the cultural, social, and human capital landscape shaping AI. This is then complemented in the second section by a summary of concerns and priorities raised during a national multistakeholder consultation that was conducted in 2023. Finally, the third section presents a roadmap and recommendations for building capacities across national institutions, laws and policies, and human capital, to achieve a responsible AI ecosystem aligned with the UNESCO Recommendation. As the very first country to complete the RAM and the country report, Chile is blazing the trail not only for Latin America but the world. We applaud the initiative the Chilean government has taken to update its AI strategy putting ethics and governance front and centre, and thank them for inviting UNESCO to assist in this endeavour. The report presented here reveals a complex and rapidly-changing landscape. In the legal and regulatory dimension, the 2021 National Artificial Intelligence Policy (NAIP) represents a substantive and wide-ranging commitment to developing AI. One of the key recommendations of this report is to fully integrate the UNESCO Recommendation into the NAIP’s axis of Ethics, Regulation, and Socioeconomic Impacts. Notably, the RAM reveals the pressing need to update legislation around data protection and cybersecurity to meet the challenges of AI. It also highlights several areas the Chilean government is actively working to develop. [...] Overall, this report presents a fundamentally optimistic vision that we at UNESCO share: that ethical governance and responsible regulation of AI is entirely consistent with innovation and economic growth, and is essential for ensuring a technological ecosystem that benefits the public good. In drawing a clear line from the RAM data through to the multistakeholder consultations and the recommendations, Chile has a clear roadmap for how to get there. (This text has been extracted from the Foreword of the publication) 
AI and the Holocaust: Rewriting History?; The Impact of Artificial Intelligence on Understanding the Holocaust Année de publication: 2024 Auteur: Mykola Makhortykh | Heather Mann Auteur institutionnel: UNESCO The threats associated with AI on safeguarding the record of the Holocaust are manifold, including the potential for manipulation by malicious actors, the introduction of falsehoods or dissemination of biased information, and the gradual erosion of public trust in authentic records. This paper provides a warning of what is at stake for the preservation of historical truth in a digital era increasingly mediated by AI. It highlights five major concerns:1. AI automated content may invent facts about the Holocaust2. Falsifying historical evidence: Deepfake Technology3. AI models can be manipulated to spread hate speech4. Algorithmic bias can spread Holocaust denial5. Oversimplifying history While there are some benefits to be gained, such as enhanced engagement and interaction opportunities for learners, as well as more efficient data processing capabilities for researchers, to navigate these challenges and capitalize on the benefits, it’s essential for AI designers, policymakers, educators, and researchers to collaborate closely. Only AI systems equipped with robust safeguards and human rights assessments, coupled with an increased focus on developing digital literacy skills, can uphold the integrity of historical truth and ensure the responsible use of artificial intelligence. 
문화다양성협약 국내 이행을 위한 논의: 유튜브에서 AI까지, 21세기 한국에서의 문화다양성 Année de publication: 2020 Auteur: 김재인 | 염신규 | 이광석 | 이동연 | 이상욱 | 홍성수 | 황승흠 Auteur institutionnel: 대한민국 문화체육관광부 | 한국문화예술위원회 | 유네스코한국위원회 「문화다양성협약 국내 이행을 위한 논의 - 유튜브에서 AI까지, 21세기 한국에서의 문화다양성」는 모두 세 차례에 걸쳐 진행된 전문가회의에서 각 분야 전문가들이 발표하고 토론한 내용을 담은 종합보고서입니다. 올해는 문화다양성협약의 이행과 관련된 이슈들 중 특히 디지털플랫폼의 급부상, 인공지능 기술의 급격한 발달에 초점을 두어 논의하는 한편, 우리들의 일상을 송두리째 바꿔놓은 코로나19가 낳은 불안과 공포, 이로 인한 적대감이 초래한 소외와 고립, 혐오와 갈등의 문제를 짚어보았습니다. 전문가회의에서 나온 전문가들의 진단과 논의가 앞으로 한국사회에서 문화다양성협약 이행 관련 의제를 주도하는 데 있어서 필요한 비전과 전략 수립에도 기여하기를 기대합니다.