Ai System Design
Ai System Design
Hard
AI-Powered Content Moderation System
Design an AI-powered content moderation system for a large social media platform that filters out harmful content while allowing for free expression. How would you approach data ingestion, model architecture selection, and the handling of real-time streaming data? Discuss the metrics for evaluation, strategies to manage latency and costs, necessary guardrails for safety, and methods for monitoring system performance over time to mitigate drift.
Key concepts
content-moderationscalabilityreal-time-processing
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