Which prompt engineering technique involves the model asking itself additional questions to gain a deeper understanding of the user's prompt before formulating a response?

Which prompt engineering technique involves the model asking itself additional questions to gain a deeper understanding of the user's prompt before formulating a response?

• A. Cognitive verifier pattern
• B. Chain-of-thought (CoT)
• C. Zero-shot
• D. Few-shot

Answer: (A)

The idea being tested is using internal reasoning by asking oneself targeted questions to understand the prompt more deeply before answering. This approach is known as chain-of-thought prompting. By prompting the model to generate questions it asks itself about the prompt—what information is missing, what assumptions are being made, what edge cases could matter—it lays out a step-by-step reasoning path. This helps the model clarify user intent, reduce ambiguity, and catch potential errors before forming the final response. The final answer benefits from this deliberate internal check, often yielding more accurate and robust results. Other prompting strategies focus on whether there are no examples or only a few examples provided, rather than encouraging explicit, internal questioning; and a term like cognitive verifier pattern isn’t as widely used to describe this introspective process.

The idea being tested is using internal reasoning by asking oneself targeted questions to understand the prompt more deeply before answering. This approach is known as chain-of-thought prompting. By prompting the model to generate questions it asks itself about the prompt—what information is missing, what assumptions are being made, what edge cases could matter—it lays out a step-by-step reasoning path. This helps the model clarify user intent, reduce ambiguity, and catch potential errors before forming the final response. The final answer benefits from this deliberate internal check, often yielding more accurate and robust results. Other prompting strategies focus on whether there are no examples or only a few examples provided, rather than encouraging explicit, internal questioning; and a term like cognitive verifier pattern isn’t as widely used to describe this introspective process.