Semantic Shield
Moving beyond keywords. Understanding context with on-device Machine Learning.
Next-Gen Filtering
Semantic Expansion
Block a concept, not just a word. Blocking "BTS" automatically builds a semantic tree to filter {Jin, Jimin, Butter, Hybe}.
Thumbnail Analysis (CNN)
Using lightweight MobileNet models to detect "Clickbait Faces" (open mouth, wide eyes) and inappropriate imagery in thumbnails.
Context Awareness
Distinguish between educational content and entertainment. "Anatomy" in a medical context vs. inappropriate context.
Technical Approach
We are exploring TensorFlow.js for in-browser inference. The goal is to keep all processing local, ensuring privacy while leveraging the power of AI.
Input
Video Title + Thumbnail
Inference
MobileNet / NLP Model
Decision
Safe / Block