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Learn how Canva built an enterprise-scale AI consent platform that balances user privacy with AI model training needs in this 15-minute conference talk from PEPR '25. Discover the technical and operational challenges of creating AI-powered design tools like background removers and template search functions while maintaining strict data protection standards. Explore Canva's end-to-end ecosystem that enables users to control their data usage while simultaneously powering over 100 AI models, from the user consent experience through to the technical controls ensuring compliance. Understand how the company addresses the fundamental tension between requiring diverse, representative data for high-quality AI performance and protecting users' personal information and creative work. Gain insights into building scalable privacy infrastructure that respects user consent across multiple AI applications while maintaining the data quality necessary for professional-grade design tools.
Syllabus
PEPR '25 - Enterprise-Scale Privacy for AI: How Canva Scaled Customer Control of Data for AI...
Taught by
USENIX