AIF-C01 practice question: GenAI capabilities, limits and value (2 of 2)
Fundamentals of Generative AI A free question from our original AIF-C01 practice exam. Try it, then open the answer to see why each option is right or wrong.
A marketing agency is weighing generative AI for first drafts of client campaigns.
The partners want quick turnaround and low cost per draft, but every draft will still go through human review.
Which TWO statements describe genuine advantages of generative AI for this work? (Choose two.)
Choose two answers.
AA. It creates new draft copy quickly from a short written prompt
BB. It always returns factually accurate claims that need no review
CC. It adapts to new writing tasks without building a separate model for each
DD. It returns identical wording every time the same prompt is run
EE. It explains exactly why each sentence was written the way it was
Show the answer and explanation
Answers: A, C
A. Right: Correct. Generative models produce new content from a prompt in seconds, at a fraction of the time and cost of drafting by hand. This speed is the main reason agencies use them for first drafts.
B. Wrong: Generative AI can state false facts with confidence, so claims still need checking. Accuracy cannot be assumed from fluent output.
C. Right: Correct. Foundation models are general purpose, so one model can draft copy, summarize a brief and suggest headlines. The agency does not need a separate model built for each task.
D. Wrong: Generative AI is usually nondeterministic, so the same prompt can produce different drafts. Consistent wording needs settings and review, not a guarantee from the model.
E. Wrong: Large models have limited interpretability, so it is hard to explain why they wrote a given sentence. This is a drawback to plan around, not an advantage.
Explanation
Generative AI's advantages include fast content creation and general-purpose models that adapt to many tasks. Its drawbacks include inaccurate output, nondeterministic responses and limited explainability, so the agency should keep human review in its workflow.
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