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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February 27, 2024

Responsible AI Innovation In Law enforcement - AI Toolkit

The Toolkit for Responsible AI Innovation in Law Enforcement supports the global law enforcement community in their journey towards responsible AI innovation.
SDG 16: Peace, Justice & Strong Institutions
February 16, 2024

WFP Innovation Accelerator Pitch Event

Witness the newest cohort of cutting-edge startups and social entrepreneurs pitch live in front of potential funders, government officials, and industry leaders.
SDG 02: Zero Hunger
February 8, 2024

Using AI to assess FAO’s Knowledge Base on the Technology Accelerator

Leveraging AI, this report examines the technology accelerator trends across publicly available FAO knowledge reports, technical guidance and convening summaries.
SDG 02: Zero Hunger
November 23, 2023

Recommendation on the Ethics of Artificial Intelligence

All
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.
All
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.
All
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.
All
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.
All
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.
All
September 15, 2023

Gender, Digital Transformation and Artificial Intelligence

SDG 05: Gender Equality
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.
All
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.
All
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.
All
August 29, 2023

On the Unsustainability of ChatGPT: Impact of Large Language Models on the Sustainable Development Goals

All
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

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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