Data Protection & Privacy
Overview
AI systems process, generate, and sometimes memorize data in ways that traditional data protection controls don't fully address. This section covers the intersection of data privacy and AI.
AI-Specific Data Protection Challenges
- Models can memorize and reproduce training data, including PII
- AI outputs may contain synthesized information that constitutes personal data
- Data flows through AI pipelines may cross jurisdictional boundaries
- Consent for AI processing may differ from consent for original data collection
- Right to deletion is complicated when data is embedded in model weights