MozFest House Amsterdam

Future of algorithm auditing to build Trustworthy AI
2024-06-13 , Room F - Garden Tent

This session explores the critical need to operationalize AI Safety and Ethics through Governance within the realm of large-scale, multimodal Generative AI models. To establish a foundation for our discussion, we'll initially question the purpose and incentive for companies to establish governance as a business objective and whether relying solely on regulation is sufficient to mitigate the risks associated with these systems. This inquiry will set the stage for our exploration, emphasizing the significance of incorporating tactical socio-technical measures to complement endeavors in governance. Subsequently, we will delve into implementing ethics and safety for the evolving use cases of generative AI, focusing on two primary approaches: model evaluations and algorithm audits. This section will involve a detailed examination of the various types, characteristics, and limitations inherent in these approaches. In the final segment, we will discuss the practical implications of integrating these interventions, and particularly how their effective application and deployment can guide the responsible release of these models into the external world.

Siddhant is a Policy & Governance Strategist with Holistic AI, where he helps integrate policy and regulatory requirements into proprietary AI Governance platform. Previously, Siddhant was Tiktok's first policy analyst in South Asia. More recently, Siddhant has served as an Advisor on AI Ethics and Disinformation to the Australian Government and the Centre for Data Ethics and Innovation (CDEI) on the algorithmic ethics of climate technologies. Additionally, Siddhant consults the Government of India on AI and Online Safety regulations. He is a member of the Internet Society's Working Groups on digital literacy and accessibility. Siddhant holds a Master's in Technology Policy from UCL and a Bachelor's in Economics.

Emre Kazim is the co-founder and co-CEO of Holistic AI, a platform that empowers enterprises to adopt and scale AI confidently. He is an active member of the NIST AI Safety Institute, an expert on the UN Secretary General's High-Level Advisory Body on Artificial Intelligence, and a member of OECD's Network of Experts on AI.

Emre has a well-established track record publishing peer-reviewed articles on AI ethics, AI governance, and policy as well as facilitating conversations with state and industry leaders. An alumnus of UCL and King's College London, Emre holds an MSci in Chemistry and, MA, and Ph.D. in Philosophy.