Robust Validation Layers with Confidence Scores

Controversial but... robust validation layers, incorporating tools like LangChain’s `Output Parsers` with a confidence score threshold of 0.85 and real-time human review for any deviation from expected outputs, is the most effective approach to mitigate hallucinations in production environments using Gemini Pro 1.5.