SafeScreen Framework Prioritizes Safety Over Engagement for Vulnerable Users

Researchers introduced SafeScreen, an AI screening system that retrieves personalized videos while enforcing individualized safety constraints for vulnerable populations like children and dementia patients. The framework uses automated multimodal analysis and LLM-based decision-making to reject inappropriate content, diverging from engagement-optimized recommendations in 80-93% of cases while maintaining safety and relevance.