Need more clarification on answer, I feel other option correct .

[shailesh python]

Quiz 15 of 16: Section-Based – Applications of Foundation Models .

1. Question

Category: AIF – Applications of Foundation Models

A retail company wants to improve its customer engagement by providing personalized recommendations to online shoppers. They decide to leverage generative AI to achieve this goal.

Which characteristics of a Generative AI system are relevant for creating personalized product recommendations? (Select THREE.)
Simplicity

Personalization

Responsiveness

Scalability

Adaptability

Data efficiency

Here for me,

Adaptibility looks more correct than Data efficiency .

My point of view :
Honest verdict:
Characteristic Relevance to scenario
Personalization ✅ Core requirement — directly stated
Scalability ✅ Retail = millions of users
Adaptability ✅ Changing preferences/trends
Data efficiency ⚠️ Valid but secondary

[JR-TutorialsDojo]

Hello shailesh,

Thank you for sharing your thoughts on this item.

I understand your point of view, and you’re absolutely right to emphasize Adaptability over Data efficiency in this case. Personalized recommendations need to evolve as customer preferences, product availability, and market trends shift, so adaptability ensures the AI stays relevant and effective.

We acknowledge that this question needs further refinement to avoid confusion in choosing the correct answers. We’ll update the question to be more specific, and the changes should be reflected on the portal soon.

Regards,
JR @ Tutorials Dojo