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Artificial Intelligence & Machine Learning
Explore our living library of innovation-related webinars and publications hosted by the UN Innovation Network and UN Entities.
Learn about new technologies, be inspired by the application of new approaches to the Sustainable Development Goals, and leverage the work and knowledge of UN innovators to advance your innovative ideas.
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November 17, 2023
Using large language models to help train machine learning SDG classifiers
This paper proposes the use of synthetic training data generated by large language models to improve machine learning SDG classifiers. It shows that supplementing existing training data with synthetic data produced by the ChatGPT tool improves the performance of the SDGClassy classifier.
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October 24, 2023
UN Innovation Update 2023
The UN Innovation Update highlight how 40 UN Entities from across the system are leveraging innovative approaches in their work.
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October 3, 2023
Regulating Cross-Border Data Flows: Harnessing Safe Data Sharing for Global and Inclusive Artificial Intelligence
This policy brief discusses the significance of inclusive crossborder data flows. It also proposes an all-encompassing strategy to promote global cooperation to synergize global conversations on cross-border data flows and AI.
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September 22, 2023
Why Generative Methods Are Still Missing Something to Become Responsible
This talk comments on Responsible AI in a multi-dimensional approach and delves into the complexities surrounding the apparent oversight of the human factor in these impressive adaptive algorithms.
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September 17, 2023
SDG Digital Acceleration Agenda
The SDG Digital Acceleration Agenda explores the transformative potential of digital and highlights how it is already positively impacting lives and livelihoods around the world.
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September 6, 2023
UN 2.0 Policy Brief
The Brief outlines the SG's vision for a modernised UN system with cutting-edge skills and forward-thinking culture.
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September 1, 2023
The Use of Synthetic Data to Train AI Models: Opportunities and Risks for Sustainable Development
The objective of this policy brief is to explore the potential of synthetic data to accelerate the attainment of the SDGs through AI in the Global South while mitigating its important risks.
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September 1, 2023
The Use of Synthetic Data to Train AI Models: Opportunities and Risks for Sustainable Development
The objective of this policy brief is to explore the potential of synthetic data to accelerate the attainment of the SDGs through AI in the Global South while mitigating its important risks.
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August 29, 2023
On the Unsustainability of ChatGPT: Impact of Large Language Models on the Sustainable Development Goals
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August 24, 2023
Generative AI and Jobs: A Global Analysis of Potential Effects on Job Quantity and Quality
The report assesses the impact of generative artificial intelligence on job quantity and quality.
SDG 08: Decent Work & Economic Growth
June 30, 2023
WFP Innovation Accelerator Year in Review 2022 Lunch and Learn
Having implemented innovation projects, colleagues from WFP Innovation Accelerator shared their innovation stories as well as lessons learned in 2022.
SDG 02: Zero Hunger
SDG 03: Good Health & Well-Being
April 26, 2023
The Great AI Dilemma - Balancing AI Risks and Opportunities
This session discusses the future of AI and its implications for the economy.
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April 19, 2023
ChatGPT and Large Language Models: Challenges and Opportunities
This session explores ChatGPT, a multilingual chatbot that can generate new content without explicit human input.
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April 19, 2023
How to Leverage Azure OpenAI in your Work
Learn more about the features of Microsoft's Azure OpenAI service.
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March 14, 2023
ChatGPT Explained for Development Practitioners
Can artificial intelligence produce an informed conversation about the broad and complex development challenges we tackle in our work? With its wide range of applications, can ChatGPT revolutionize the way we produce and manage knowledge and conduct business as an organization?
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Innovation Library
The UN Innovation Network and many UN Entities regularly host webinars and discussions to uncover emerging good practices, showcase successful projects and learn about opportunity areas for innovation, data and digital transformation.
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