Escalation by Design: Multi-Agent Fact-Checking with Policy Constraints
How confidence thresholds and human routing reduce false positives in content moderation
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Content moderation at scale is one of the hardest problems in modern tech. When platforms like TikTok, YouTube, or Facebook need to make decisions about billions of pieces of content daily, they cannot just build a better AI model and call it solved. The real challenge is not only detecting...
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