In today’s rapidly evolving world, we face unprecedented societal challenges – social and economic inequality, climate change, unemployment, and technological disruptions, among others. These complex issues call for critical thinking perspectives and innovative solutions. Against this background, social innovation stands out as a crucial catalyst for addressing these challenges and fostering new strategies and sustainable solutions that traditional methods often overlook.

A free, self-paced online module in two parts that helps UN personnel recognize and reduce gender bias in generative AI, using examples from UN operations and the Women, Peace and Security agenda. Part 1 explains in plain language what AI and generative AI are and how they can produce biased content; Part 2 shows how these tools can introduce bias into otherwise neutral content and offers practical steps to catch and reduce it in everyday work.

This course focuses on technical, business and regulatory aspects of Internet of Things (IoT), Big Data and Artificial Intelligence (AI). It covers Internet technologies for IoT, then IoT standards, architectures and interoperability, as well as IoT policies and regulations, including IoT security and privacy issues. The course includes IoT services in 4G and 5G mobile systems, including massive IoT and critical IoT use cases. The IoT generates large amounts of data that cannot be processed by traditional techniques, and such data is referred to as Big Data. In that manner, the course includes Big Data overview, Big Data ecosystem and reference architecture, Big Data technologies and use cases, as well as business and regulatory challenges for Big Data. Artificial Intelligence (AI) is targeted for processing Big Data in Internet and telecom networks. In that regard the course covers introduction to AI in ICT/telecom world, and AI applications in Internet and telecom environments, including Machine Learning aspects for 5G mobile networks. The course further includes Big Data and AI challenges, business aspects, as well as policies and regulation. Finally, the course covers governance of IoT, Big Data, and AI.

Learn how emerging digital technologies impact human rights and how responsible governance can harness innovation while protecting fundamental rights.