The Question
ML Design
Scalable Multi-Modal Content Moderation System
Design a high-scale content moderation system for a global social media platform capable of processing billions of multi-modal posts per day. The system must automatically identify and action policy-violating content (e.g., hate speech, NSFW) in real-time while minimizing false positives and incorporating a human-in-the-loop workflow for high-uncertainty cases.
Multi-Modal Transformer
BERT/LLM
CNN
Multi-Task Learning
Active Learning
February 25, 2026