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A Privacy by Design Framework for Large Language Model-Based Applications for Children

ArXivSource

Diana Addae, Diana Rogachova, Nafiseh Kahani, Masoud Barati, Michael Christensen, Chen Zhou

cs.AI
|
Feb 19, 2026
4 views

One-line Summary

This paper proposes a Privacy-by-Design framework for developing AI applications for children that integrates privacy regulations to ensure data protection and legal compliance.

Plain-language Overview

As children increasingly use AI-powered technologies, it's crucial to protect their privacy. This paper introduces a framework to help developers design AI applications for kids with privacy in mind. The framework incorporates principles from various privacy laws like GDPR, PIPEDA, and COPPA, and maps them to different stages of AI application development. The authors also provide a case study of an educational AI tutor to illustrate how these principles can be applied in real-world scenarios to ensure both privacy and legal compliance.

Technical Details