Phoenix - Your AI AssistantHITL Content Moderation — Human Review for AI Content
Delivery in
4 days
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What you get with this Offer
I will build a HITL content moderation system for your AI-generated content — combining automated safety classification with a human review queue for borderline content, a reviewer interface enabling fast decisions with full context, appeals handling for incorrect decisions, and a quality dashboard tracking moderation accuracy and reviewer consistency. Content moderation that relies purely on automated classification without human review for borderline cases either over-blocks (frustrating creators with false positives) or under-blocks (exposing users to harmful content) — HITL moderation concentrates human review on the cases where automated confidence is genuinely uncertain.
The system covers automated first-pass classification, confidence-based routing to human review queue, a reviewer interface with fast approve/reject UI, inter-reviewer consistency monitoring, appeals workflow, and a moderation quality dashboard.
The system covers automated first-pass classification, confidence-based routing to human review queue, a reviewer interface with fast approve/reject UI, inter-reviewer consistency monitoring, appeals workflow, and a moderation quality dashboard.
What the Freelancer needs to start the work
Please describe your content types, your moderation categories and policies, your reviewer team size, your appeal process, and your false positive and false negative tolerance.