moderation api

**Moderation API** is the **service interface for classifying text or media against safety policy categories before or after model generation** - it enables automated enforcement of content standards in production systems. **What Is Moderation API?** - **Definition**: Programmatic endpoint that returns category flags and confidence signals for policy-relevant content classes. - **Pipeline Position**: Commonly used on inbound prompts and outbound model responses. - **Decision Use**: Supports block, transform, warn, or escalate actions based on detected risk. - **Integration Requirement**: Must be paired with clear policy logic and incident handling workflows. **Why Moderation API Matters** - **Safety Automation**: Provides scalable content screening at low latency. - **Risk Reduction**: Prevents many harmful requests and outputs from reaching end users. - **Policy Consistency**: Standardizes enforcement across applications and channels. - **Operational Monitoring**: Moderation outcomes provide telemetry for safety analytics. - **Compliance Enablement**: Supports governance requirements for controlled AI deployment. **How It Is Used in Practice** - **Pre-Check and Post-Check**: Apply moderation both before generation and before response delivery. - **Category Mapping**: Translate model categories into product-specific action policies. - **Fallback Handling**: Route uncertain or high-risk cases to human review or safe-response templates. Moderation API is **a core safety infrastructure component for LLM applications** - reliable policy enforcement depends on tight integration between moderation signals and downstream action logic.