Lights and shadows of AI: Putting people before profit
As the UN Secretary-General points out, "humanity must never be left to the 'black box' of an algorithm", emphasising the importance of human control over decisions to use force, in order to promote the development and protection of all human rights.
This is clearly reflected in the four main areas of generative AI of concern to the United Nations:
- Peace and Security: AI-powered disinformation is already endangering UN peace and humanitarian operations, putting staff and civilians at risk. Over 70% of UN peacekeepers responding in a recent survey said mis- and disinformation severely hampered their ability to carry out their work.
- Human rights violations: AI is being used to create and spread harmful content, including child sexual abuse material and nonconsensual pornographic images, especially targeting women and girls. The UN is also deeply concerned that anti-Semitic, Islamophobic, racist and xenophobic content could be supercharged by generative AI.
- Democracy at risk: The potential of AI to manipulate voters and sway public opinion during elections poses a significant threat to democratic processes around the world.
- Undermining science and public institutions: For example, AI tools could escalate decades-long disinformation campaigns to derail climate action by amplifying false information about climate change and renewable energy.
AI and the UN system
AI and education
Artificial intelligence is profoundly transforming various aspects of our lives, providing valuable services through capabilities such as perception, problem-solving, and creativity. While these advancements contribute positively to global initiatives like the 2030 Agenda for Sustainable Development, they also raise significant ethical concerns. Issues such as bias, threats to human rights, and climate impacts are exacerbated by pre-existing inequalities, particularly affecting marginalized groups. In response, UNESCO adopted the Recommendation on the Ethics of Artificial Intelligence, aiming to address these ethical challenges on a global scale.
When it comes to education, AI could tackle significant challenges and transform teaching practices, aiding in the achievement of Sustainable Development Goal 4. However, the rapid pace of technological change has outpaced the development of relevant policies and regulatory frameworks. To address this, UNESCO introduced the Digital Competency Framework to enhance the skills of civil servants and educators in the use of information and communication technologies.
AI and justice
The judiciary plays a vital role in the governance of AI, addressing ethical concerns related to bias and transparency while utilizing AI to improve access to justice. UNESCO's Judges Initiative provides training resources to support the judiciary in navigating these complex issues, reinforcing international standards on AI and human rights.

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AI for development
The United Nations Development Programme (UNDP) is actively engaged in global discussions on artificial intelligence (AI) and digital technologies. This includes implementing the Global Digital Compact and following the recommendations of the Secretary-General's High-Level Advisory Body on AI. UNDP collaborates closely with the UN Inter-Agency Working Group on AI and partners with organizations such as the International Telecommunication Union and UNESCO.
In individual countries, UNDP promotes the use of AI to support sustainable development. For instance, the Accelerator Labs utilize AI to analyze earth observation data—such as satellite and drone imagery—to identify crop diseases in Cameroon and Cabo Verde, detect areas with accumulated waste in Guatemala, the Philippines, Serbia, and Vietnam, and to create land use and land cover maps in Ecuador and India.
AI and workers
The AI revolution could exacerbate economic inequalities between high- and low-income countries. While AI has the potential to drive innovation and productivity, the uneven investment in and adoption of AI technologies mean that high-income nations are likely to benefit far more than low- and medium-income countries.
This disparity, which is particularly pronounced in Africa, can lead to a deepening of existing social and economic divides, as developing countries struggle with insufficient digital infrastructure and access to quality education. To address these issues, the International Labour Organization (ILO) has identified three key policy pillars: improving digital infrastructure, promoting technology transfer, and building AI skills.
Developing countries need robust digital tools to support AI adoption, while high-income nations should assist in transferring technological know-how. Investing in education and training is crucial for equipping the workforce with the necessary AI skills.
Additionally, fostering social dialogue is essential to ensure that technological advancements respect workers' rights and improve job quality. Mind the AI Divide: Shaping a Global Perspective on the Future of Work, a report co-authored by the United Nations and the International Labour Organization calls for collaborative efforts among policymakers, industry leaders, and international organizations to create a fair and inclusive AI-driven future.

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AI and children
UNICEF has launched the Generation AI initiative to ensure that AI systems respect children's rights. Working with partners including the World Economic Forum and UC Berkeley, the initiative focuses on maximizing opportunities for children while mitigating the risks associated with AI technologies.
The Children's Fund has developed policy guidance to promote children's rights within AI policies and practices. This guidance emphasizes the importance of considering children's needs and rights in the development and deployment of AI systems.

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AI and health
The World Health Organization (WHO) has published comprehensive guidelines for the ethical use of AI in healthcare. This framework outlines principles to ensure that AI technologies are designed and implemented in a way that prioritizes human well-being and upholds human rights.
In collaboration with the International Telecommunication Union (ITU), WHO established this initiative to create a platform for stakeholders to discuss and develop standards for AI applications in healthcare, to harness the potential of AI in a responsible way.

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AI and food
World Food Programme's (WFP) AI Sandbox serves as a testing ground for AI projects, allowing the organization to assess the feasibility and impact of AI solutions before implementation. This approach ensures that only effective and responsible AI tools are deployed.
Developed in partnership with Google Research, SKAI (Satellite Intelligence) utilizes AI and satellite imagery to provide real-time insights for disaster response and humanitarian aid, significantly enhancing the speed and accuracy of damage assessments.
In collaboration with Alibaba Group, WFP introduced Hunger Map LIVE, an AI-driven global hunger monitoring system that predicts and tracks hunger severity in over 90 countries, aiding in timely and targeted interventions.

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AI and refugees
The Office of the United Nations High Commissioner for Refugees (UNHCR) is using AI and big data to improve humanitarian response through its Data Innovation Programme, which provides services and training on the ethical use of data and works with partners to explore innovative approaches.
Additionally, Project Jetson is a predictive analytics tool that employs AI to forecast population movements, enabling UNHCR to anticipate and prepare for potential refugee influxes, thereby improving response strategies.
UNHCR is exploring the use of AI-powered chatbots to improve communication with refugees, providing timely information and assistance through automated, yet personalized interactions.

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AI and the private sector
The United Nations Global Compact is a voluntary initiative based on CEO commitments to implement universal sustainability principles and take steps to support the UN’s goals. It encourages businesses worldwide to align their operations and strategies with ten universal principles in the areas of human rights, labor, environment, and anti-corruption. It's the world's largest corporate sustainability and corporate social responsibility initiative.
As 2030 approaches, innovative solutions are essential for achieving the Sustainable Development Goals. The private sector, which accounts for over 60% of global GDP, has a key role to play in driving innovation and Generative AI (Gen AI) for sustainable development.
The UN Global Compact’s “Gen AI for the Global Goals” report provides private sector leaders with tools to responsibly deploy Gen AI that also delivers business value. It includes actionable strategies, case studies, and insights on managing Gen AI risks, as well as resources for responsible implementation.
This article was originally published on the UN website page titled "Global Issues - Artificial Intelligence (AI)" that can be accessed through this link: https://www.un.org/en/global-issues/artificial-intelligence
Resources
- OHCHR: Report on Artificial Intelligence technologies and implications for freedom of expression and the information environment
- WHO: Harnessing Artificial Intelligence for Health
- WIPO: Artificial Intelligence Tools and Applications
- UNEP: AI Solutions for the Environment
- UNESCO: Do you know AI or AI knows you better? Thinking Ethics of AI
- ITU: AI for Good
- UN Global Compact: https://unglobalcompact.org/library/6238
- UN System Chief Executives Board for Coordination: Artificial Intelligence
- High-Level Advisory Body on Artificial Intelligence: Governing AI for humanity
- UN Global Digital Compact: https://www.un.org/global-digital-compact/en
- UN Global Digital Compact: AI Panel and Dialogue
- UNCTAD: Technology and Innovation Report 2025