AI-900 Question 37
Select 3A company wants to use a generative AI model to create personalized marketing content for its customers. Which features of generative AI workloads would be most relevant for this scenario?
- A
The ability to generate human-like text based on input prompts
- B
The capability to classify customer data into predefined categories
- C
The ability to create images, audio, or videos in addition to text
- D
The use of pre-trained models that can be fine-tuned with specific business data
- E
The capability to analyze large datasets and provide statistical summaries
Show answer and explanation
Correct answers: A, C, D
Explanation
Generative AI workloads are suited for tasks that involve creating new, human-like content such as text, images, or audio. For personalized marketing, features like generating human-like text (e.g., email campaigns), creating diverse media content (e.g., promotional videos), and fine-tuning pre-trained models with customer data are particularly relevant. Other features like data classification or statistical analysis are more aligned with traditional AI or machine learning workloads, not generative AI.
- A. Correct.
Generative AI models can produce human-like text, making this feature highly relevant for creating personalized marketing content.
- B. Incorrect.
Classifying customer data into predefined categories is a feature of traditional machine learning models, not generative AI, and is not directly relevant for generating content.
- C. Correct.
Generative AI models can create various types of content, including images, audio, and videos, which can be useful for marketing purposes.
- D. Correct.
Pre-trained models that can be fine-tuned with specific business data are a key feature of generative AI, enabling customization for tasks like personalized marketing.
- E. Incorrect.
While analyzing datasets and providing statistical summaries are important features of AI, they are not specific to generative AI workloads and are not directly relevant for creating personalized content.