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Explore a 24-minute talk by Stephanie Cairns from OVO at the Data Science Festival, where she argues that responsible AI by design is non-negotiable—without it, organizations inherently create irresponsible AI. Learn about the challenges of embedding responsible AI throughout a business, from developing company-wide strategies that balance stakeholder interests to making specific technical decisions like selecting appropriate metrics for generative AI model evaluation. Discover OVO's risk-centered approach to responsible AI, which includes project-level risk triaging and evaluations that consider the risk level of individual data points. Understand why responsible AI isn't just a single tool or framework but rather an integrated system of aligned practices built on deep understanding of technology, business needs, and human impact. This introductory-level session, requiring some technical knowledge, was part of the Data Science Festival Game On event 2025.
