Explainability by Design: Shaping the Future of AI Accountability and Digital Agency | Privacy Engineering & Technology Education Discussion (PETed) Recording
In this PETed, Shoshana Rosenberg advocates for the establishment and recognition of digital agency and understanding as a fundamental human right, serving as a reinforcement and guiding principle for the evolving legal frameworks working to keep pace with technological innovation. This right bridges the gaps between requirements around transparency and around mere transparency and the requisite layers of explainability, ensuring AI systems provide meaningful and accessible explanations of their decision-making processes.
Differential Privacy in Practice: Unlocking Insights from Data while Protecting Individual Privacy | Privacy Engineering & Technology Education Discussion (PETed) Recording
In this talk Gerome Miklau will explain how we have successfully used differential privacy to unlock insights from highly sensitive data. This will include examples of practical deployments of the technology at major enterprises: the challenges, solutions, and lessons learned.
