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Salesforce AI Associate Exam - Topic 1 Question 24 Discussion

Actual exam question for Salesforce's Salesforce AI Associate exam
Question #: 24
Topic #: 1
[All Salesforce AI Associate Questions]

Salesforce defines bias as using a person's Immutable traits to classify them or market to them.

Which potentially sensitive attribute is an example of an immutable trait?

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Suggested Answer: C

The significance of the explainability of trusted AI systems is that it describes how AI models make decisions. Explainability is crucial for building trust and accountability in AI systems, ensuring that users and stakeholders understand the decision-making processes and outcomes generated by AI. This is particularly important in scenarios where AI decisions impact personal or financial status, such as in credit scoring or healthcare diagnostics. Salesforce emphasizes the importance of explainable AI through its ethical AI practices, aiming to make AI systems more transparent and understandable. More details about Salesforce's approach to ethical and explainable AI can be found in Salesforce AI ethics resources at Salesforce AI Ethics.


by Tayna at Jul 17, 2024, 09:10 PM

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Angelo
3 months ago
I think financial status is definitely not immutable!
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Allene
3 months ago
Email addresses can change too, right?
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Markus
3 months ago
Wait, are nicknames really considered immutable?
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Dean
4 months ago
Totally agree, financial status can change.
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Freeman
4 months ago
Immutable traits are things like race or age.
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Cyndy
4 months ago
I think nicknames are definitely not immutable, but I can't quite remember if email addresses are considered sensitive in this context.
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Zena
4 months ago
This question reminds me of a practice quiz where we talked about sensitive attributes. I feel like financial status might change over time, so it might not be the right answer.
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Devorah
4 months ago
I remember discussing immutable traits in class, but I can't recall if email addresses are considered immutable.
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Kenia
5 months ago
I think immutable traits are things like race or gender, but I'm not sure if financial status fits that definition.
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Maurine
5 months ago
This is a tricky one. I'm not 100% sure what Salesforce means by "immutable traits." I'll have to make an educated guess here and hope I get it right.
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Man
5 months ago
Okay, I think I've got this. An immutable trait is something about a person that can't be changed, like their race or gender. Financial status and email address can change, so those aren't good examples. I'll go with option B, nickname.
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Ivette
5 months ago
Hmm, I'm a bit unsure about this one. I know Salesforce cares about bias, but I'm not totally clear on what they consider an "immutable trait." Let me think this through carefully.
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Hoa
5 months ago
This seems like a straightforward question about Salesforce's definition of bias. I'll focus on identifying an immutable trait from the options provided.
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Ruby
5 months ago
This looks like a straightforward question. I'm pretty confident that the correct answer is B, metadata.SarahW: Hmm, I'm not entirely sure about this one. I'll have to think it through carefully before selecting an answer.MikeT: Okay, let me see... XML is a markup language, so it's probably related to data in some way. I'm leaning towards B or C, but I'll double-check my notes to be sure.EmilyR: Ah, I remember learning about this in class. XML is a way to structure and organize data, so the answer is definitely B, metadata.JamesS: I'm a bit confused by the options here. I'll need to review my understanding of XML before I can confidently choose the right answer.
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Pansy
5 months ago
Layer 3 switches can do more advanced routing and forwarding based on IP addresses, right? I think option A sounds right.
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Haydee
5 months ago
I've got this! The answer is B - appointing a new Privacy Officer. That's the only thing on the list that is not necessary when expanding to a new jurisdiction. The rest, like identifying stakeholders, assessing laws, and considering culture, are all critical steps.
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Cherri
10 months ago
I'm feeling lucky, let's go with B) Nickname. Who doesn't love a good nickname that sticks with you forever?
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Rupert
9 months ago
Tracey: That's true, it's a unique identifier for each person.
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Tracey
9 months ago
User 2: Definitely, it's something that can't be changed like financial status or email address.
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Rolf
9 months ago
User 1: I agree, nicknames can be really personal and stick with you forever.
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Catalina
10 months ago
Eve
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Malcolm
9 months ago
C) Email address
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Art
10 months ago
B) Nickname
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Pearly
10 months ago
A) Financial status
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Kathryn
11 months ago
But email addresses can change, unlike financial status which is more permanent.
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Olga
11 months ago
I disagree, I believe email address is an immutable trait.
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Kathryn
11 months ago
I think financial status is an example of an immutable trait.
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