API World + CloudX + Dev Innovation Summit 2024

Ishneet Dua, Amazon Web Services, Senior Generative AI Solutions Architect
Parth Girish Patel, Amazon Web Services, Sr AI/ML Architect

The rapid growth of generative AI brings promising innovation and, at the same time, raises new challenges around its security, safe, and responsible development and use. These challenges include some that were common before generative AI, such as bias and explainability, and new ones unique to generative models, including hallucinations, toxicity, and intellectual property protection. During this session, participants will gain an overview of the challenges that generative AI presents, survey the emerging science surrounding these challenges, and engage in a discussion about the hands-on, security, and Responsible AI work currently being conducted on AWS.