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PROMPT-ENGINEERING5 MIN READ

Handle Hallucination Risk Before Drafting

Apply handle hallucination risk before drafting to a real prompt-engineering situation.

The moment A high-stakes AI request arrives with missing context. Each choice changes the risk of the final output. Decision path Handle Hallucination Risk Before Drafting Handle Hallucination Risk Before Drafting is a prompt-engineering discipline, not a wording trick. A smart professional uses it to make the model's job, evidence, constraints, and review criteria explicit before asking for output. Without that structure, the model fills gaps with generic defaults that can look polished while missing the business need. The mechanism is controlled ambiguity. The prompt changes what information is salient, what tradeoffs the model optimizes, and what the human can…

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