الموارد
استكشف مجموعة واسعة من الموارد القيمة حول تعليم المواطنة العالمية لتعميق فهمك وتعزيز البحث والمناصرة والتعليم والتعلم.
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Understanding the Impact of Artificial Intelligence on Skills Development سنة النشر: 2021 المؤلف: Kelly Shiohira المؤلف المؤسسي: UNESCO International Centre for Technical and Vocational Education and Training (UNEVOC) The era of artificial intelligence is young in years but advanced in impact. Intermediate skill jobs as we know them are fast disappearing as their tasks are systematically automated, and individuals are increasingly likely to encounter AI technology in their everyday lives. In fact, fifty percent of organizations worldwide report using some form of AI in their operations.It is clear that AI has broad implications for the whole of humanity, and therefore on the education and training institutions that equip lifelong learners with the skills to navigate both work and society. A wide range of institutions and other stakeholders have risen to the challenge through research and innovative programmes, paving the way for a better understanding of AI’s potential – and its pitfalls.This paper synthesizes research on current trends, programmes, policies and uses of AI related to technical and vocational education and training across six continents, covering developing and developed contexts, as a resource for stakeholders invested in the future of intermediate-level workers and TVET. Lecturers, students, administrators, policymakers, programme implementers and lifelong learners are invited to examine current practices, opportunities and challenges raised by AI, and recommendations to build a future-ready education and training system. 
AI Competency Framework for Students سنة النشر: 2024 المؤلف: Fengchun Miao | Kelly Shiohira المؤلف المؤسسي: 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 Students سنة النشر: 2025 المؤلف: Fengchun Miao | Kelly Shiohira المؤلف المؤسسي: UNESCO Preparar a los estudiantes para ser ciudadanos responsables y creativos en la era de la IALa inteligencia artificial (IA) está cada vez más presente en nuestras vidas, lo que requiere sistemas educativos proactivos que preparen a los estudiantes para que sean usuarios responsables y cocreadores de la IA. Integrar los objetivos de aprendizaje de IA en los programas de estudio oficiales de las escuelas es fundamental para que los estudiantes de todo el mundo interactúen de forma segura y significativa con la IA.El objetivo del Marco de competencias para estudiantes en materia de IA de la UNESCO es ayudar a los educadores con esta integración, para lo cual describe 12 competencias que atraviesan cuatro dimensiones: una forma de pensar centrada en el ser humano, la ética de la IA, las técnicas y aplicaciones de la IA, la pedagogía de la IA, y la IA para el diseño de sistemas de IA. Estas competencias abarcan tres niveles de progresión: comprender, aplicar y crear. El marco detalla las metas curriculares y las metodologías pedagógicas específicas para cada dominio.Basado en una visión de los estudiantes como cocreadores de IA y ciudadanos responsables, el marco pone énfasis en el juicio crítico de las soluciones de IA, la conciencia de las responsabilidades ciudadanas en la era de la IA, el conocimiento fundacional de la IA para el aprendizaje a lo largo de la vida, y el diseño de IA inclusiva y sostenible. 
AI Competency Framework for Students سنة النشر: 2025 المؤلف: Fengchun Miao | Kelly Shiohira المؤلف المؤسسي: UNESCO Préparer les apprenants à devenir des citoyens responsables et créatifs à l’ère de l’IAL’intelligence artificielle (IA) fait tous les jours davantage partie intégrante de nos vies, ce qui implique d’avoir des systèmes éducatifs proactifs en mesure de préparer les élèves et les étudiants à être des utilisateurs responsables et des cocréateurs de l’IA. L’intégration d’objectifs d’apprentissage de l’IA dans les programmes scolaires officiels est essentielle pour que les apprenants du monde entier puissent s’intéresser en toute sécurité et de manière pertinente à l’IA.Le Référentiel de compétences en IA pour les apprenants de l’UNESCO vise à aider les éducateurs dans cette démarche, en décrivant 12 compétences réparties en quatre dimensions, à savoir une perspective centrée sur l’humain, l’éthique de l’IA, les techniques et applications de l’IA, et la conception de systèmes d’IA. Ces compétences se déploient selon trois niveaux de progression : Comprendre, Appliquer et Créer. Le référentiel détaille les objectifs du programme d’études et les méthodes pédagogiques spécifiques au domaine.Fondé sur une vision des élèves et des étudiants considérés comme cocréateurs de l’IA et citoyens responsables, le référentiel met l’accent sur le jugement critique vis-à-vis des solutions d’IA, la prise de conscience des responsabilités citoyennes à l’ère de l’IA, les connaissances fondamentales en matière d’IA pour l’apprentissage tout au long de la vie, ainsi que la conception d’une IA inclusive et durable. 
International Forum on AI and Education: Steering AI To Empower Teachers and Transform Teaching, 5–6 December 2022; Analytical Report سنة النشر: 2023 المؤلف: Fengchun Miao | Kelly Shiohira | Zaahedah Vally | Wayne Holmes المؤلف المؤسسي: UNESCO | JET Education Services The International Forum on AI and Education has contributed ‘to peace and security by promoting collaboration among the nations through education, science and culture’ (UNESCO, 1945). The Forum has now become the world’s leading event promoting knowledge-sharing, the understanding of peoples, and the achievement of international agreements, in the fast-developing and increasingly impactful field of AI and education. The fourth edition of the International Forum on Artificial Intelligence and Education aimed to foster knowledge sharing specifically on how to steer the design and use of AI to empower teachers and to transform teaching methodologies within the broad framework of digital transformation of education. The Forum sought to bring together a range of expertise and experiences across the globe, and, in keeping with UNESCO priorities, a special focus was placed on Africa. A total of 16 national strategies were presented at the Forum by the various national ministers and representatives invited to attend. The national strategies shared during the Forum also unveiled the varying levels of preparedness and policy responses toward AI across different regions, a reminder that the pre-existing digital divide still underpins the system-wide uptake and integration of AI in education. Therefore, not all of the strategies were directly related to or containing AI because some areas that were represented at the conference are still at the nascent stages of AI Strategy development. The presentations of national initiatives and strategies related to AI from these countries shed light on the general awareness of policy-makers on the impact of AI in education and the commitment of national governments to fostering AI competencies among students and teachers. This report focus on the following key themes: national strategies on AI and education; critical reviews of roles of AI in the digital transformation of education; ethical principles and their implementation with a specific focus on gender equality; AI competencies for teachers, and notable algorithms or AI platforms and AI-informed pedagogies. The report concludes with considerations for the future based on the authors’ own analysis of the key role of human teachers, steering the human-centered approach, mainstreaming gender equity, designing education-specific AI models and innovative pedagogy, and ensuring human agency in defining problems and designing solutions.a