AIF-C01 Question 70
Select 3A retail company is looking to use a generative AI solution to improve customer engagement and increase sales. They are considering using generative AI to automatically create personalized product descriptions and promotional emails. However, they are concerned about potential limitations. Which of the following statements accurately describe the capabilities and limitations of generative AI in this scenario?
- A
Generative AI can create personalized product descriptions and emails, but it might require fine-tuning on domain-specific data for better results.
- B
Generative AI ensures 100% factual accuracy in the generated content, eliminating the need for human review.
- C
Generative AI can automate the creation of diverse content but may reflect biases present in the training data.
- D
Generative AI excels at real-time customer support and decision-making better than rule-based systems in all scenarios.
- E
Generative AI can help scale content creation efforts while significantly reducing manual workload.
Show answer and explanation
Correct answers: A, C, E
Explanation
Generative AI has significant potential for automating and personalizing content creation, making it a valuable tool for businesses. However, it has limitations such as the possibility of introducing bias, the need for domain-specific fine-tuning, and the requirement for human oversight to ensure factual accuracy and adherence to business standards.
- A. Correct.
Correct: Generative AI can create personalized content, but to achieve high-quality, domain-specific results, fine-tuning on relevant data is often necessary.
- B. Incorrect.
Incorrect: Generative AI does not guarantee factual accuracy. Human review is needed to ensure correctness and consistency, especially in business-critical contexts.
- C. Correct.
Correct: Generative AI may generate biased content if the training data contains biases, making it necessary to monitor and address these issues.
- D. Incorrect.
Incorrect: While generative AI can assist in decision-making and customer support, it is not always better than rule-based systems, particularly in scenarios requiring strict compliance or deterministic outcomes.
- E. Correct.
Correct: Generative AI can automate repetitive tasks like content creation, enabling businesses to scale their operations and reduce manual workload.