Dell EMC D-GAI-F-01 Exam - Topic 1 Question 7 Discussion

Actual exam question for Dell EMC's D-GAI-F-01 exam

Question #: 7
Topic #: 1

[All D-GAI-F-01 Questions]

A team is working on mitigating biases in Generative Al.

What is a recommended approach to do this?

ARegular audits and diverse perspectives

BFocus on one language for training data

CIgnore systemic biases

DUse a single perspective during model development

Show Suggested Answer

Suggested Answer: A

Mitigating biases in Generative AI is a complex challenge that requires a multifaceted approach. One effective strategy is to conduct regular audits of the AI systems and the data they are trained on. These audits can help identify and address biases that may exist in the models. Additionally, incorporating diverse perspectives in the development process is crucial. This means involving a team with varied backgrounds and viewpoints to ensure that different aspects of bias are considered and addressed.

The Dell GenAI Foundations Achievement document emphasizes the importance of ethics in AI, including understanding different types of biases and their impacts, and fostering a culture that reduces bias to increase trust in AI systems12. It is likely that the document would recommend regular audits and the inclusion of diverse perspectives as part of a comprehensive strategy to mitigate biases in Generative AI.

Focusing on one language for training data (Option B), ignoring systemic biases (Option C), or using a single perspective during model development (Option D) would not be effective in mitigating biases and, in fact, could exacerbate them. Therefore, the correct answer is A. Regular audits and diverse perspectives.

by Brett at Aug 25, 2024, 11:41 AM

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Tiara

4 months ago

I thought focusing on one language would help, but maybe not?

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Paul

4 months ago

Definitely need diverse perspectives, it's a no-brainer.

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Maurine

4 months ago

Wait, ignoring systemic biases? That can't be right!

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Fallon

4 months ago

Totally agree, can't just focus on one language.

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Val

5 months ago

Regular audits and diverse perspectives are key!

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Lisha

5 months ago

I think we practiced a question similar to this, and I recall that diverse perspectives are crucial for mitigating biases. So, A seems like the best choice.

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Reita

5 months ago

I feel like ignoring systemic biases is definitely not the right approach, so option C is out for me.

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Leatha

5 months ago

I'm not entirely sure, but focusing on one language seems risky. It might limit the model's understanding of diverse contexts.

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Nikita

5 months ago

I remember we discussed the importance of regular audits in class, so I think option A makes sense.

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Pa

5 months ago

I think the key here is to consider multiple perspectives and regularly audit the system. Option A seems like the most comprehensive and effective solution. I'm confident that's the right answer.

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An

5 months ago

Option C is definitely not the right approach. Ignoring systemic biases would just make the problem worse. I'm leaning towards A, but I'll double-check my understanding.

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Val

5 months ago

This seems like a straightforward question. I'd go with option A - regular audits and diverse perspectives seem like the best way to mitigate biases in Generative AI.

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Reena

5 months ago

Hmm, I'm a bit unsure about this one. I'm torn between A and B. I'll need to think it through carefully before deciding.

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Sheridan

6 months ago

I'm a little confused about the difference between a spanning tree policy and an STP interface policy. Do I need to create both, or is it one or the other? I'll have to double-check the details.

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