Session Outline
Modern AI systems have a significant impact on human rights, such as freedom of expression, privacy, equality, and dignity. Auditing is essential to ensure that AI systems do what they’re supposed to do – but should also check that they are aligned with human-rights values. In this session at the Data Innovation Summit 2024, Irina Mirkina from UNICEF talks about responsible audits of AI systems in various domains and contexts.
Key Takeaways
- Examine some of the existing AI audit frameworks
- Identify the key challenges and best practices for auditing AI systems that are responsible, accountable, transparent, and fair
- Illustrate some examples of human-rights-based audits of AI systems, including generative AI, and their outcomes and implications
During an on-site interview at the summit, we had the pleasure of hearing more from Irina! As an AI Lead at UNICEF, and an esteemed speaker at this year’s edition of the Data Innovation Summit, she sheds light on the importance of auditing artificial intelligence.