AIF-C01 Question 79
Select 3A retail company wants to implement a generative AI model to create personalized product descriptions for its e-commerce platform. The company needs the model to generate text in multiple languages, comply with data privacy regulations like GDPR, and provide high-quality outputs within a low-latency environment. Which factors should the company consider while selecting the appropriate generative AI model?
- A
The model's multilingual capabilities
- B
Whether the model is pre-trained or requires training from scratch
- C
The model's compliance with data privacy regulations such as GDPR
- D
The hardware and infrastructure required to meet low-latency performance needs
- E
The number of training datasets available for the model
Show answer and explanation
Correct answers: A, C, D
Explanation
The company has specific requirements, such as multilingual capabilities, compliance with GDPR, and low-latency performance. Therefore, the appropriate generative AI model must align with these factors. Other considerations, such as whether the model is pre-trained or the number of training datasets, are secondary to the primary requirements listed.
- A. Correct.
Correct: Since the company needs to generate text in multiple languages, evaluating the model's multilingual capabilities is essential.
- B. Incorrect.
Incorrect: While pre-trained models might reduce time to production, this factor is less critical than other requirements in this scenario.
- C. Correct.
Correct: Compliance with data privacy regulations like GDPR is crucial when handling customer data in AI applications.
- D. Correct.
Correct: Considering the hardware and infrastructure to achieve low latency aligns with the company's performance requirements.
- E. Incorrect.
Incorrect: The number of training datasets is not directly relevant, as pre-trained generative models may already handle the task without additional data.