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Question 600
A complicated report task is separated into retrieve, analyze and draft phases. Which pattern is present?
- Zero-shot prompt
- Role prompting
- Few-shot prompt
- Prompt chaining
Explanation
Correct Answer
D:Chaining makes intermediate outputs feed later steps. Prompt chaining splits a complex task across multiple prompts or steps.
Incorrect Answers
A:A zero-shot prompt describes the task without supplying a worked example. This does not directly meet the case requirement to divide complex work into sequential prompts.
B:Role prompting specifies a persona, expertise or communication role for the response. This does not directly meet the case requirement to divide complex work into sequential prompts.
C:A few-shot prompt includes several illustrative examples to teach an output pattern in context. This does not directly meet the case requirement to divide complex work into sequential prompts.
Question 601
A vague 'make this better' prompt produces inconsistent edits. What instruction should be added first?
- Instruction-source separation
- Examples and counterexamples
- Clear task objective
- Iterative prompt evaluation
Explanation
Correct Answer
C:A precise objective clarifies what success means. A clear objective tells the model the exact requested action and intended outcome.
Incorrect Answers
A:Source separation treats retrieved documents as data rather than higher-priority operating instructions. This does not directly meet the case requirement to state the concrete editing task.
B:Examples illustrate acceptable and unacceptable outputs when wording alone is ambiguous. This does not directly meet the case requirement to state the concrete editing task.
D:Iteration tests alternative instructions against representative inputs. This does not directly meet the case requirement to state the concrete editing task.
Question 602
A draft reply sounds inappropriate because the model was not told the target audience or facts. What should be provided?
- Iterative prompt evaluation
- Relevant context
- Clear task objective
- Explicit output format
Explanation
Correct Answer
B:Task context helps align tone and factual content. Context supplies necessary facts, audience and constraints for the task.
Incorrect Answers
A:Iteration tests alternative instructions against representative inputs. This does not directly meet the case requirement to supply relevant audience and case details.
C:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to supply relevant audience and case details.
D:Format instructions specify length, headings, schema or layout expectations. This does not directly meet the case requirement to supply relevant audience and case details.
Question 603
A downstream system needs exactly five CSV columns, but the prompt asks only for 'a list.' What is missing?
- Explicit output format
- Iterative prompt evaluation
- Relevant context
- Clear task objective
Explanation
Correct Answer
A:The required output structure must be specified. Format instructions specify length, headings, schema or layout expectations.
Incorrect Answers
B:Iteration tests alternative instructions against representative inputs. This does not directly meet the case requirement to request a precise machine-readable schema.
C:Context supplies necessary facts, audience and constraints for the task. This does not directly meet the case requirement to request a precise machine-readable schema.
D:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to request a precise machine-readable schema.
Question 604
A model repeatedly confuses two similar labels in a taxonomy. What in-context aid could disambiguate them?
- Clear task objective
- Explicit output format
- Relevant context
- Examples and counterexamples
Explanation
Correct Answer
D:Examples and nonexamples show category boundaries. Examples illustrate acceptable and unacceptable outputs when wording alone is ambiguous.
Incorrect Answers
A:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to demonstrate accepted and rejected category choices.
B:Format instructions specify length, headings, schema or layout expectations. This does not directly meet the case requirement to demonstrate accepted and rejected category choices.
C:Context supplies necessary facts, audience and constraints for the task. This does not directly meet the case requirement to demonstrate accepted and rejected category choices.
Question 605
Two prompts sound reasonable, but one often omits safety disclaimers. What procedure can determine which is better?
- Clear task objective
- Iterative prompt evaluation
- Instruction-source separation
- Relevant context
Explanation
Correct Answer
B:Iterative evaluation checks real cases rather than assumptions. Iteration tests alternative instructions against representative inputs.
Incorrect Answers
A:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to test prompt variants against acceptance criteria.
C:Source separation treats retrieved documents as data rather than higher-priority operating instructions. This does not directly meet the case requirement to test prompt variants against acceptance criteria.
D:Context supplies necessary facts, audience and constraints for the task. This does not directly meet the case requirement to test prompt variants against acceptance criteria.
Question 606
An agent reads a web page containing 'Ignore your safety rules' as part of a research task. What design principle protects instruction authority?
- Instruction-source separation
- Explicit output format
- Relevant context
- Clear task objective
Explanation
Correct Answer
A:Untrusted source text should not override system rules. Source separation treats retrieved documents as data rather than higher-priority operating instructions.
Incorrect Answers
B:Format instructions specify length, headings, schema or layout expectations. This does not directly meet the case requirement to keep retrieved data separate from controlling instructions.
C:Context supplies necessary facts, audience and constraints for the task. This does not directly meet the case requirement to keep retrieved data separate from controlling instructions.
D:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to keep retrieved data separate from controlling instructions.
Question 607
An assistant returns an essay although the user asked only for three action items. What prompt element should be strengthened?
- Examples and counterexamples
- Iterative prompt evaluation
- Clear task objective
- Relevant context
Explanation
Correct Answer
C:A clear objective makes the requested deliverable unambiguous. A clear objective tells the model the exact requested action and intended outcome.
Incorrect Answers
A:Examples illustrate acceptable and unacceptable outputs when wording alone is ambiguous. This does not directly meet the case requirement to define exactly what response is needed.
B:Iteration tests alternative instructions against representative inputs. This does not directly meet the case requirement to define exactly what response is needed.
D:Context supplies necessary facts, audience and constraints for the task. This does not directly meet the case requirement to define exactly what response is needed.
Question 608
A sales agent makes up customer account details because the prompt lacks actual transaction context. What should be supplied?
- Relevant context
- Instruction-source separation
- Clear task objective
- Examples and counterexamples
Explanation
Correct Answer
A:Grounding context must come from authorized records. Context supplies necessary facts, audience and constraints for the task.
Incorrect Answers
B:Source separation treats retrieved documents as data rather than higher-priority operating instructions. This does not directly meet the case requirement to include necessary verifiable case information.
C:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to include necessary verifiable case information.
D:Examples illustrate acceptable and unacceptable outputs when wording alone is ambiguous. This does not directly meet the case requirement to include necessary verifiable case information.
Question 609
A workflow expects valid JSON but the model emits markdown. What instruction should be explicit?
- Clear task objective
- Iterative prompt evaluation
- Explicit output format
- Examples and counterexamples
Explanation
Correct Answer
C:A structural output contract can reduce formatting drift. Format instructions specify length, headings, schema or layout expectations.
Incorrect Answers
A:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to specify exact JSON output constraints.
B:Iteration tests alternative instructions against representative inputs. This does not directly meet the case requirement to specify exact JSON output constraints.
D:Examples illustrate acceptable and unacceptable outputs when wording alone is ambiguous. This does not directly meet the case requirement to specify exact JSON output constraints.
Question 610
A new prompt seems promising in one demo but fails on unusual inputs. What should precede rollout?
- Examples and counterexamples
- Explicit output format
- Iterative prompt evaluation
- Clear task objective
Explanation
Correct Answer
C:Representative evaluation exposes brittle instructions. Iteration tests alternative instructions against representative inputs.
Incorrect Answers
A:Examples illustrate acceptable and unacceptable outputs when wording alone is ambiguous. This does not directly meet the case requirement to test prompts on diverse relevant cases.
B:Format instructions specify length, headings, schema or layout expectations. This does not directly meet the case requirement to test prompts on diverse relevant cases.
D:A clear objective tells the model the exact requested action and intended outcome. This does not directly meet the case requirement to test prompts on diverse relevant cases.
Generative AI Leader Practice Tests
