Microsoft AI-900 Exam - Topic 1 Question 87 Discussion

Actual exam question for Microsoft's AI-900 exam

Question #: 87
Topic #: 1

[All AI-900 Questions]

You have an Al-based loan approval system.

During testing, you discover that the system has a gender bias.

Which responsible Al principle does this violate?

Aaccountability

Btransparency

Cfairness

Dreliability and safety

Show Suggested Answer

Suggested Answer: C

by Rima at Apr 06, 2025, 08:44 PM

Limited Time Offer

25%

Off

Get Premium AI-900 Questions as Interactive Web-Based Practice Test or PDF

Contribute your Thoughts:

Submit Cancel

Mike

3 months ago

Wait, how did they not catch this earlier?

upvoted 0 times

...

Dino

3 months ago

Totally agree, fairness is key!

upvoted 0 times

...

Emilio

3 months ago

That's definitely a fairness issue.

upvoted 0 times

...

Alba

3 months ago

This violates accountability too, right?

upvoted 0 times

...

Peggie

3 months ago

I thought AI was supposed to be unbiased...

upvoted 0 times

...

Audrie

4 months ago

I’m a bit confused, but I wonder if transparency could also apply here since understanding how decisions are made is crucial to addressing bias.

upvoted 0 times

...

Stephaine

4 months ago

I feel like this question is similar to one we practiced on bias in algorithms, and I think fairness was the main principle we discussed.

upvoted 0 times

...

Willard

4 months ago

I'm not entirely sure, but I remember something about accountability being important in AI systems. Could it be that one?

upvoted 0 times

...

Theodora

4 months ago

I think this might relate to fairness since gender bias clearly affects how fair the loan approval process is.

upvoted 0 times

...

Desirae

4 months ago

Fairness is definitely the key here. The system is showing a clear bias, which goes against the core idea of fairness in responsible AI development.

upvoted 0 times

...

Burma

5 months ago

I'm a little confused here. Is it transparency or fairness that's the right answer? I'll have to review my notes to make sure I'm clear on the differences between these principles.

upvoted 0 times

...

Shaunna

5 months ago

Okay, I've got this. The gender bias in the system means it's not treating everyone equally, so the responsible AI principle of fairness is the one that's being violated.

upvoted 0 times

...

Junita

5 months ago

Hmm, I'm not entirely sure about this one. I'll need to think it through carefully to make sure I understand which responsible AI principle is being violated.

upvoted 0 times

...

Curtis

5 months ago

This seems like a straightforward question. The gender bias in the loan approval system clearly violates the principle of fairness.

upvoted 0 times

...

Van

10 months ago

Fairness, definitely. This is like the AI equivalent of a bank refusing to give loans to women. Unacceptable!

upvoted 0 times

Grover

9 months ago

C) fairness

upvoted 0 times

...

Kattie

9 months ago

B) transparency

upvoted 0 times

...

Callie

10 months ago

A) accountability

upvoted 0 times

...

Rozella

10 months ago

But shouldn't reliability and safety also be considered since biased decisions can lead to unsafe outcomes?

upvoted 0 times

...

Rebbeca

11 months ago

Wow, a gender-biased loan approval system? Sounds like a real 'bro-grammer' kind of issue. Where's the 'lady-coder' when you need her, am I right?

upvoted 0 times

Mertie

9 months ago

C) fairness

upvoted 0 times

...

Genevieve

9 months ago

B) transparency

upvoted 0 times

...

Tequila

10 months ago

A) accountability

upvoted 0 times

...

Serina

11 months ago

I'm not surprised by the gender bias. This is why we need more diversity in the teams developing these AI systems. Otherwise, they'll just reflect the biases of the people who create them.

upvoted 0 times