This question evaluates a candidate's competence in prompt engineering for conversational AI, covering message roles, few-shot exemplars, function/tool routing, structured output enforcement, decoding parameter tuning, hallucination reduction, and policy-driven refusal handling.
You are designing a production-grade chatbot that must be reliable (consistent, correct, verifiable), steerable (follows task, tone, and policy), and safe (respects constraints, avoids harmful outputs). You have a strict two-hour time limit to propose and demonstrate prompt engineering techniques.
Discuss and demonstrate the following with concrete prompts and an iteration plan:
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