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Consultation Paper on AI Regulation: Emerging Approaches Across the World 발행 연도: 2024 저자: Juan David Gutiérrez 단체 저자: UNESCO Since 2016, over thirty countries have passed laws explicitly mentioning AI, and in 2024, the discussion about AI bills in legislative bodies has increased globally. This policy brief aims to inform legislators about the different regulatory approaches to artificial intelligence (AI) being considered worldwide by legislative bodies. The brief explains nine emerging regulatory approaches, each illustrated with specific cases worldwide. The order in which the nine AI regulatory approaches are presented is deliberately structured to guide readers from less interventionist, light-touch regulatory measures to more coercive, demanding approaches. These regulatory approaches are not mutually exclusive and AI bills often combine two or more approaches:1. Principles-Based Approach2. Standards-Based Approach3. Agile and Experimentalist Approach4. Facilitating and Enabling Approach5. Adapting Existing Laws Approach6. Access to Information and Transparency Mandates Approach7. Risk-Based Approach8. Rights-Based Approach9. Liability Approach The policy brief suggests parliamentarians how they can address three key questions before adopting AI regulations:1. Why regulate? Determine whether regulation is needed to address public problems, fundamental and collective rights, or desirable futures.2. When to regulate? Reach a consensus on why regulation is needed, map available regulatory instruments, compare them with other policy instruments, and assess the feasibility of adopting the former.3. How to regulate? Identify a combination of AI regulatory approaches that are tailored to specific contexts. 
UNESCO Women for Ethical AI: Outlook Study on Artificial Intelligence and Gender 발행 연도: 2024 단체 저자: UNESCO The gender chapter of the UNESCO Recommendation on the Ethics of AI is a concrete commitment by 194 Member States to advance gender equality in the AI ecosystem. To track progress in the implementation of the gender provisions of UNESCO’s Recommendation, and to assess the impacts of AI on gender equality, the UNESCO Women for Ethical AI (W4EAI) Platform has been established. This report advances the workstream through evidence-based insights in three critical areas: women’s participation in AI development and deployment, the inclusion of gender equality concerns in AI governance and the impact of AI on gender equality. It highlights the significant underrepresentation of women in AI, the lack of gender-disaggregated data, and the compounded challenges women face in the field. The report also addresses the neglect of gender dimensions in AI policy, the risks posed by AI systems to women, and the need for responsible and ethical AI governance to promote gender equality. Finally, it outlines actionable recommendations to enhance gender equality through and in AI, emphasizing the importance of comprehensive data collection, targeted interventions, and inclusive policy-making. 
AI Competency Framework for Students 발행 연도: 2024 저자: Fengchun Miao | Kelly Shiohira 단체 저자: UNESCO Artificial intelligence is increasingly integral to our lives, necessitating proactive education systems to prepare students as responsible users and co-creators of AI. Integrating AI learning objectives into official school curricula is crucial for students globally to engage with AI safely and meaningfully.The UNESCO AI Competency Framework for Students aims to help educators in this integration, outlining 12 competncies across four dimensions:- A human-centred mindset- Ethics of AI- AI techniques and applications- AI system designThese competencies span three progression levels:- Understand- Apply- Create The framework details curricular goals and domain-specific pedagogical methodologies.Grounded in the vision of students as AI co-creators and responsible citizens, the publication emphasizes critical judgement of AI solutions, awareness of citizenship responsibilities in the AI era, foundational AI knowledge for lifelong learning, and inclusive, sustainable AI design. 
AI Competency Framework for Teachers 발행 연도: 2024 저자: Fengchun Miao | Mutlu Cukurova 단체 저자: UNESCO AI processes vast information, generates new content, and helps decision-making through predictive analyses. In education, AI has transformed the traditional teacher–student relationship into a teacher–AI–student dynamic.This shift requires a re-examination of teachers’ roles and the competencies they need in the AI era. Yet, few countries have defined these competencies or developed national programmes to train teachers in AI, leaving many educators without proper guidance.The AI competency framework for teachers addresses this gap by defining the knowledge, skills, and values teachers must master in the age of AI. Developed with principles of protecting teachers’ rights, enhancing human agency, and promoting sustainability, the publication outlines 15 competencies across five dimensions: Human-centred mindset, Ethics of AI, AI foundations and applications, AI pedagogy, and AI for professional learning. These competencies are categorized into three progression levels: Acquire, Deepen, and Create.As a global reference, this tool guides the development of national AI competency frameworks, informs teacher training programmes, and helps in designing assessment parameters. It also provides strategies for teachers to build AI knowledge, apply ethical principles, and support their professional growth. 
User Empowerment through Media and Information Literacy Responses to the Evolution of Generative Artificial Intelligence (GAI) 발행 연도: 2024 저자: Divina Frau-Meigs 단체 저자: UNESCO Key messages Artificial Intelligence and Generative AI are having a significant impact on people’s engagement with information, digital technology, and media. This raises concerns about control human agency and autonomy over information, decision making, gender equality, and freedoms in general. User empowerment through Media and Information Literacy (MIL) as a response to GAI, which is still in its infancy, needs to be fully deployed and public policy makers should be concerned in developing it well from the outset. MIL is necessary to build people’s ethical use of synthetic media, i.e. video, text, image or voice content fully or partially generated by AI-systems. The societal opportunities being deepened by GAI include: access to information, participation, employability, creativity, lifelong learning and creative industries. The societal potential risks being deepened by GAI include: disinformation, loss of data privacy, threats to integrity of elections, surveillance, lack of source reliability, discrimination, including gender-based and racial stereotypes, and copyrights violations. Building on familiarity in the face of urgency, AI literacy can be embedded in MIL to teach and train all sorts of communities (educators, librarians, youth workers, women networks, etc.). Ensuring explainable AI is key to both the design of MIL curricula and to the design of policy and governance around GAI. To build trust in information and education, source reliability needs to be revised to encompass the different types of “evidence” provided by GAI. MIL can train informed people from outside the technology industry to participate in the design, implementation and regulation of AI, in a manner that remains human-centered, gender-responsive and mindful of the public interest. Training for MIL is within the remit of governments and institutions of higher education, which have a duty to ensure MIL policy actions are sustained and strengthened over time, to be future-proof, in the face of an ever-evolving AI/GAI. L’autonomisation des utilisateurs grâce aux réponses apportées par l’éducation aux médias et à l’information à l’évolution de l’intelligence artificielle générative (IAG) 발행 연도: 2024 저자: Divina Frau-Meigs 단체 저자: UNESCO Messages clés L’intelligence artificielle et l’IA générative influent grandement sur les rapports des indivi- dus à l’information, aux technologies numériques et aux médias. Mais cela ne va pas sans inquiétudes quant à leur contrôle, au pouvoir d’action et à l’autonomie dont disposent les utilisateurs vis-à-vis de l’information, à la prise de décisions, à l’égalité des genres et aux libertés en général. . Pour constituer une réponse à l’IAG, technologie qui en est à ses balbutiements, l’autonomisation des utilisateurs grâce à l’éducation aux médias et à l’information (EMI) doit être pleinement déployée, et les autorités publiques doivent s’efforcer de la promouvoir dès le début. L’EMI est indispensable pour garantir une utilisation éthique des médias synthétiques, c’est-à-dire des vidéos, textes, images et sons totalement ou partiellement créés à l’aide de systèmes d’IA. L’IAG offre de nombreuses opportunités sociales dans différents domaines, dont l’accès à l’information, la participation, l’employabilité, la créativité, l’apprentissage tout au long de la vie et les industries créatives, entre autres. Il existe cependant des risques sociaux potentiels aggravés par l’IA générative, dont : la désinformation, la perte de contrôle sur la confidentialité des données, les menaces pour l’intégrité des élections, la surveillance, le manque de fiabilité des sources, la discrimination notamment fondée sur le genre et les stéréotypes raciaux et les violations des droits d’auteur. Pour mettre à profit la familiarité face à l’urgence, la maîtrise de l’IA pourrait être intégrée dans les programmes d’EMI afin d’éduquer et de former des communautés très diverses (éducateurs, bibliothécaires, animateurs pour la jeunesse, réseaux de femmes, etc.). Pour bien concevoir non seulement les programmes d’EMI mais aussi la gouvernance de l’IAG et les politiques connexes, l’IA explicable joue un rôle essentiel. Pour renforcer la confiance dans l’information et l’éducation, la fiabilité des sources doit être réexaminée pour englober tous les différents types de « preuves » fournies par l’IAG. L’EMI peut former des acteurs éclairés n’appartenant pas au secteur de la technologie afin qu’ils contribuent à la conception, à la mise en œuvre et à la réglementation de l’IA d’une manière qui reste centrée sur l’humain, sensible au genre et soucieuse de l’intérêt public. La formation dans le cadre de l’EMI relève des gouvernements et des établissements d’enseignement supérieur, qui doivent veiller à ce que les actions politiques en la matière soient soutenues et renforcées dans la durée, pour s’adapter aux évolutions constantes de l’IA/IAG. 
International Day of Education 2025: Artificial Intelligence and Education: Preserving Human Agency in a World of Automation 발행 연도: 2025 단체 저자: UNESCO International Day for Education 2025 aims to: Examine new possibilities offered by AI, especially for teaching, learning, assessment and educational administration. Promote the development of critical AI literacies by equipping educators and learners with the competencies needed to understand, use and influence AI technologies, in line with the UNESCO AI competency frameworks for teachers and students. Ensure that AI complements, rather than replaces, the essential human elements of learning, including the cultivation of in-person relationships and emotional intelligence. Journée internationale de l’éducation 2025 : L’intelligence artificielle et l’éducation : préserver l’autonomie dans un monde automatisé 발행 연도: 2025 단체 저자: UNESCO La Journée internationale de l’éducation 2025 vise à : Examiner les nouvelles possibilités offertes par l’IA, en particulier pour l’enseignement, l’apprentissage, l’évaluation et l’administration éducative. Promouvoir le développement de compétences critiques en matière d’IA en dotant les éducateurs et les apprenants des aptitudes nécessaires pour comprendre, utiliser et influencer les technologies d’IA, conformément aux cadres de compétences en IA de l’UNESCO pour les enseignants et les élèves. Veiller à ce que l’IA complète, plutôt qu’elle ne remplace, les éléments humains essentiels de l’apprentissage, notamment le développement des relations en présentiel et de l’intelligence émotionnelle. Día Internacional de la Educación 2025: Inteligencia Artificial y educación: preservar la autonomía humana en un mundo de automatización 발행 연도: 2025 단체 저자: UNESCO El Día Internacional de la Educación 2025 tiene por objeto: Examinar las nuevas posibilidades que ofrece la inteligencia artificial, especialmente en la enseñanza, el aprendizaje, la evaluación y la gestión educativa. Promover el desarrollo de alfabetizaciones críticas en IA, dotando a educadores y estudiantes de las competencias necesarias para comprender, utilizar e influir en las tecnologías de IA, en línea con los marcos de competencias en IA de la UNESCO para docentes y alumnos. Garantizar que la IA complemente, y no reemplace, los elementos humanos esenciales del aprendizaje, incluyendo la construcción de relaciones interpersonales y el desarrollo de la inteligencia emocional. 
Technology-facilitated gender-based violence in an era of generative AI 발행 연도: 2023 단체 저자: UNESCO <Short summary>Experiments reveal how generative AI facilitates gender-based violence Generative Artificial Intelligence (AI) — deep-learning models that create voice, text, and image — are revolutionizing the way people access information and produce, receive and interact with content. While technological innovations like ChatGPT, DALL-E and Bard offer previously unimaginable gains in productivity, they also present concerns for the overall protection and promotion of human rights and for the safety of women and girls.The arrival of generative AI introduces new, unexplored questions: what are the companies’ policies and normative cultures that perpetuate technology-facilitated gender-based violence and harms? How do AI-based technologies facilitate gender-specific harassment and hate speech? What “prompt hacks” can lead to gendered disinformation, hate speech, harassment, and attacks? What measures can companies, governments, civil society organisations and independent researchers take to anticipate and mitigate these risks?A combination of measures are proposed to be put in place by generative AI companies and the technology companies that platform them, regulators and policy makers, by civil society organisations and independent researchers, as well as users.