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The General History of Africa: A UNESCO Flagship Programme for Operational Strategy Priority Africa Год публикации: 2024 Организация-автор: UNESCO As part of UNESCO’s Operational Strategy for Priority Africa (2022 – 2029), the General History of Africa (GHA) Flagship Programme responds to the challenge of reconstructing Africa and its diaspora historical memory and conscience by revisiting Eurocentric and colonial biases in the representation of their history and societies. It aims to advance a common identity and pride in Africa’s heritage, progress towards greater justice and an inclusive and fair future through the reappropriation and production of knowledge on Africa and its diaspora history in a manner that could contribute to the transformation of education in Africa and beyond. The GHA is aligned with the African Union Agenda 2063, The Africa We Want, the Charter for African Cultural Renaissance, and the United Nations 2030 Agenda for Sustainable Development. 
Challenging Systematic Prejudices: An Investigation into Bias Against Women and Girls in Large Language Models Год публикации: 2024 Автор: Daniel Van Niekerk | Maria Peréz Ortiz | John Shaw-Taylor | Davor Orlic | Ivana Drobnjak | Jackie Kay | Noah Siegel | Katherine Evans | Nyalleng Moorosi | Tina Eliassi-Rad | Leone Maria Tanczer | Wayne Holmes | Marc Peter Deisenroth | Isabel Straw | Maria Fasli | Rachel Adams | Nuria Oliver | Dunja Mladenić | Urvashi Aneja | Madeleine Janicky Организация-автор: UNESCO | International Research Centre on Artificial Intelligence (IRCAI) This study explores biases in three significant large language models (LLMs): OpenAI’s GPT-2 and ChatGPT, along with Meta’s Llama 2, highlighting their role in both advanced decision-making systems and as user-facing conversational agents. Across multiple studies, the brief reveals how biases emerge in the text generated by LLMs, through gendered word associations, positive or negative regard for gendered subjects, or diversity in text generated by gender and culture. The research uncovers persistent social biases within these state-of-the-art language models, despite ongoing efforts to mitigate such issues. The findings underscore the critical need for continuous research and policy intervention to address the biases that exacerbate as these technologies are integrated across diverse societal and cultural landscapes. The emphasis on GPT-2 and Llama 2 being open-source foundational models is particularly noteworthy, as their widespread adoption underlines the urgent need for scalable, objective methods to assess and correct biases, ensuring fairness in AI systems globally. 
평화, 인권, 국제이해, 협력, 기본적 자유, 세계시민성, 지속가능발전을 위한 교육 권고: 해설서 Год публикации: 2024 Организация-автор: 유네스코 '평화, 인권, 국제이해, 협력, 기본적 자유, 세계시민성, 지속가능발전을 위한 교육 권고'를 소개하고 교육에 관심이 있는 이해관계자들 대상으로 권고의 내용과 활용을 담은 해설서. 
Рекомендация об образовании в духе мира, прав человека и устойчивого развития. Пояснительная записка Год публикации: 2024 Организация-автор: UNESCO Данная брошюра знакомит с обновленной Рекомендацией и кратко разъясняет, каким образом сформулированные в ней руководящие принципы могут быть применены на практике и в повседневной жизни различными субъектами деятельности в сфере образования. 
Revision Process of the 1974 Recommendation concerning Education for International Understanding, Co-operation and Peace and Education relating to Human Rights and Fundamental Freedoms: Compilation of Member State Comments Год публикации: 2023 Организация-автор: UNESCO Adopted in 1974, the Recommendation concerning education for international understanding, co-operation and peace and education relating to human rights and fundamental freedoms is considered a landmark legal instrument that brings together for the first time peace, international understanding, human rights, fundamental freedoms and education. As per Circular letter 4401, the preliminary report and the first draft of the revised 1974 Recommendation were transmitted to Member States for their written comments and observations. These written comments were taken into consideration by the Director-General when preparing the revised second draft of the Recommendation to be discussed at the Intergovernmental Special Committee Meeting (Category II), in view of its submission to the 42nd session of the General Conference in November 2023 and eventual adoption. 
UNESCO Futures of Education Report Explained by Members of the International Commission Год публикации: 2022 Организация-автор: UNESCO Initiated by UNESCO, the International Commission on the Futures of Education has prepared a new report on how education can best shape the future of humanity and the planet. In this video, members of the Commission and its chair explain the main recommendations and defining features of their report, Reimagining our futures together: A new social contract for education. The report is part of UNESCO’s Futures of Education initiative which aims to rethink education and shape the future. The initiative is catalyzing a global debate on how knowledge, education and learning need to be reimagined in a world of increasing complexity, uncertainty, and precarity. 
The Impact of Climate Displacement on the Right to Education Год публикации: 2020 Организация-автор: UNESCO Ce rapport tente d'expliquer les conséquences du réchauffement climatique sur l'éducation des populations, vouées à se déplacer pour fuir la dégradation de leur environnement, ce qui empêche les enfants de suivre une scolarisation complète et de qualité. This report attempts to explain the consequences of global warming on the education of populations, who are forced to move to escape the degradation of their environment, preventing children from receiving a complete, quality education. Los efectos del desplazamiento climático sobre el derecho a la educación Год публикации: 2020 Организация-автор: UNESCO Ce rapport tente d'expliquer les conséquences du réchauffement climatique sur l'éducation des populations, vouées à se déplacer pour fuir la dégradation de leur environnement, ce qui empêche les enfants de suivre une scolarisation complète et de qualité. This report attempts to explain the consequences of global warming on the education of populations, who are forced to move to escape the degradation of their environment, preventing children from receiving a complete, quality education. L’impact du déplacement climatique sur le droit à l’éducation Год публикации: 2020 Организация-автор: UNESCO Ce rapport tente d'expliquer les conséquences du réchauffement climatique sur l'éducation des populations, vouées à se déplacer pour fuir la dégradation de leur environnement, ce qui empêche les enfants de suivre une scolarisation complète et de qualité. This report attempts to explain the consequences of global warming on the education of populations, who are forced to move to escape the degradation of their environment, preventing children from receiving a complete, quality education. 
United for SDG 4: The Global Education Coalition in Action Год публикации: 2024 Организация-автор: UNESCO The Global Education Coalition, launched by UNESCO, is a platform for collaboration and exchange to protect the right to education and serves as a transformative accelerator towards SDG 4. This progress report of the Coalition builds on documents published in September 2020, March 2021, and March 2023 and covers activity between March 2023 and March 2024. Four years in and moving into its fifth, the Coalition works together to ensure all learners are empowered equally in and through education.