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Prompt Engineering Objective Questions and Answers - Set 3
This prompt engineering quiz contains carefully curated objective questions with correct answers and clear explanations. It is designed for developers, AI practitioners, and interview preparation, covering modern prompting strategies, LLM behavior, optimization techniques, and safety practices. This is part 3 of the series.
Practice Prompt Engineering MCQs with Detailed Explanations
Answer at least 12 questions to submit and verify answers.
31 Which prompt ensures concise output? Easy
Correct answer:
Explain briefly in 2 lines
Explicit constraints improve output format.
32 What is role-based prompting benefit? Medium
Correct answer:
Improves contextual accuracy
Assigning roles helps guide responses more accurately.
33 Which technique is best for multi-step tasks? High
Correct answer:
Prompt chaining
Prompt chaining breaks tasks into manageable steps.
34 What is self-consistency prompting? High
Correct answer:
Multiple reasoning paths and selecting best
Self-consistency improves accuracy via multiple reasoning outputs.
35 Which is best practice? Easy
Correct answer:
Clear constraints
Clear constraints guide better outputs.
36 What is output formatting? Medium
Correct answer:
Structuring output (JSON, table)
Output formatting ensures structured and usable results.
37 Which is a bad prompt? Medium
Correct answer:
HTTP?
Poor prompts lack clarity and context.
38 What is temperature = 0? Medium
Correct answer:
Deterministic output
Temperature 0 produces consistent deterministic responses.
39 Which is useful for debugging prompts? Medium
Correct answer:
Iterative refinement
Refining prompts iteratively improves quality.
40 What is grounding with context? High
Correct answer:
Providing relevant data sources
Grounding ensures responses rely on provided context.
41 Which improves factual accuracy? Medium
Correct answer:
Context-rich prompts
Providing context improves factual correctness.
42 What is prompt compression? High
Correct answer:
Reducing prompt size while retaining meaning
Prompt compression reduces tokens while preserving intent.
43 Which is useful for APIs? Medium
Correct answer:
JSON output prompts
Structured outputs like JSON are API-friendly.
44 What is prompt bias? High
Correct answer:
Bias introduced via prompt wording
Prompt wording can influence biased outputs.
45 Which is advanced prompting? High
Correct answer:
Self-consistency
Self-consistency is an advanced reasoning technique.
46 What is multi-modal prompting? Medium
Correct answer:
Using text + images/audio
Multi-modal prompts involve multiple input types.
47 Which improves readability? Easy
Correct answer:
Bullet points
Structured formats like bullets improve readability.
48 What is prompt template? Medium
Correct answer:
Fixed structure for prompts
Prompt templates standardize input patterns.
49 Which is best for evaluation? High
Correct answer:
Benchmark prompts
Benchmark prompts help evaluate model performance.
50 What is adversarial prompting? High
Correct answer:
Crafting inputs to break model behavior
Adversarial prompts attempt to exploit weaknesses in models.