Exams / AIF-C01 / GenAI capabilities, limits and value / Question 2
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 deciding whether to use generative AI for first drafts of client campaigns. Which TWO are genuine advantages of generative AI? (Choose two.)
Choose two answers.
- AA. It adapts to many tasks without a new model for each
- BB. It always produces factually correct output
- CC. It produces new content quickly from a short prompt
- DD. It returns exactly the same text every time for the same prompt
- EE. Its reasoning is fully transparent and easy to explain
Show the answer and explanation
Answers: A, C
- A. Right: Correct. Foundation models are general purpose, so one model can draft copy, summarise and brainstorm.
- B. Wrong: Generative AI can hallucinate. Its output needs checking, especially for facts and claims.
- C. Right: Correct. The ability to generate content fast in response to a prompt is a core advantage.
- D. Wrong: Generative AI is usually nondeterministic. The same prompt can produce different responses.
- E. Wrong: Large models have limited interpretability. It is hard to explain exactly why they produced an output.
Explanation
The exam guide lists adaptability, responsiveness, conversational ability and content generation as advantages of generative AI. It lists hallucination, inaccuracy, nondeterminism and poor interpretability as disadvantages. A good business case uses the advantages while putting checks in place for the drawbacks.
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