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A developer is using Azure OpenAI Service to create a content moderation system. The system needs to classify user-generated text into categories like 'Hate Speech', 'Self-Harm', or 'Sexual Content'. Which Azure OpenAI model is specifically designed and recommended for this purpose?
- AGPT-3.5/GPT-4 models
- BCodex models
- CAzure OpenAI Content Moderation models
- DEmbeddings models
Show answer & explanationAnswer & explanation
Correct answer: C. Azure OpenAI Content Moderation models
Azure OpenAI Service includes dedicated content moderation models that are specifically pre-trained and optimized to detect and classify harmful content across various categories, making them the most appropriate choice for this task.
Why the other options are wrong
- A. While GPT models can be prompted for moderation, dedicated moderation models are more robust and specialized for this critical task.
- B. Codex models are for code, not content moderation.
- D. Embeddings models are for semantic search and similarity, not direct content classification.
Azure OpenAI Content Moderation Models
Specialized models within Azure OpenAI Service designed to detect and categorize harmful content in text and images, helping developers build safer AI applications.
- Pre-trained for various harm categories (e.g., hate speech, violence).
- Provides confidence scores for detected categories.
- Crucial for responsible AI implementation in user-facing applications.
Memory trick: For 'Content Cops', you need the 'Moderation Force' models.