How do we mitigate hallucinations in production?

How It Works:

Incorporate retrieval-augmented generation (RAG), prompt-based factuality checks, and human-in-the-loop verification to ground outputs in reliable sources.

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Key Benefits:

• Higher accuracy: Reduces fabrications in responses.
• Regulatory safety: Essential in compliance-sensitive domains.
• User confidence: Builds trust in AI interactions.

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Real-World Use Cases:

• Legal research: Cross-check AI citations with databases.
• Customer support: Verify suggestions against knowledge base.