Your question is Mitigating Hallucinations in GenAI. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
What strategies do you employ to mitigate hallucinations and ensure output accuracy in enterprise-grade generative AI applications?
Discuss how you would combine prompt design, retrieval or tool grounding, model and decoding choices, validation, refusal behavior, and offline and online evaluation. Address prompt injection, sensitive data handling, latency, and cost tradeoffs. Explain how you would determine whether the system is accurate enough for production.