AI-900 Question 253
Select 3A company is exploring the use of generative AI models to enhance its customer support chatbot. Which of the following features of generative AI models would make them suitable for this task?
- A
Ability to generate human-like text based on input prompts
- B
Capability to classify customer sentiment with high accuracy
- C
Support for creating entirely new knowledge without any prior training
- D
Capacity to provide diverse and creative responses to user queries
- E
Ability to fine-tune the model for specific business contexts
Show answer and explanation
Correct answers: A, D, E
Explanation
Generative AI models are particularly well-suited for enhancing customer support chatbots due to their ability to generate human-like and creative responses. They can also be fine-tuned to align with specific business needs, ensuring that the chatbot provides relevant and contextually appropriate answers. However, these models rely on existing knowledge from their training data and are not specialized for tasks like sentiment analysis without additional modifications or integrations.
- A. Correct.
Generative AI models, such as GPT, are designed to generate human-like text based on input prompts. This makes them ideal for creating conversational responses in customer support scenarios.
- B. Incorrect.
While generative AI models can assist with sentiment analysis, this is not a core feature of generative AI. Instead, sentiment analysis is typically handled by specialized classification models.
- C. Incorrect.
Generative AI models cannot create entirely new knowledge. They function based on patterns and data they were trained on, and do not invent facts or concepts.
- D. Correct.
Generative AI models excel at producing diverse and creative responses, which is valuable for keeping chatbot interactions engaging and natural.
- E. Correct.
Generative AI models can be fine-tuned on specific datasets to perform well in particular business contexts, making them highly adaptable for tasks like customer support.