ExamGecko
Question list
Search
Search

Question 12 - D-GAI-F-01 discussion

Report
Export

Why should artificial intelligence developers always take inputs from diverse sources?

A.
To investigate the model requirements properly
Answers
A.
To investigate the model requirements properly
B.
To perform exploratory data analysis
Answers
B.
To perform exploratory data analysis
C.
To determine where and how the dataset is produced
Answers
C.
To determine where and how the dataset is produced
D.
To cover all possible cases that the model should handle
Answers
D.
To cover all possible cases that the model should handle
Suggested answer: D

Explanation:

Diverse Data Sources: Utilizing inputs from diverse sources ensures the AI model is exposed to a wide range of scenarios, dialects, and contexts. This diversity helps the model generalize better and avoid biases that could occur if the data were too homogeneous.

Comprehensive Coverage: By incorporating diverse inputs, developers ensure the model can handle various edge cases and unexpected inputs, making it robust and reliable in real-world applications.

Avoiding Bias: Diverse inputs reduce the risk of bias in AI systems by representing a broad spectrum of user experiences and perspectives, leading to fairer and more accurate predictions.

asked 16/09/2024
Francinilo Leitao Ferreira
34 questions
User
Your answer:
0 comments
Sorted by

Leave a comment first