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CertNexus AIP-210 Exam - Topic 6 Question 8 Discussion

A product manager is designing an Artificial Intelligence (AI) solution and wants to do so responsibly, evaluating both positive and negative outcomes.The team creates a shared taxonomy of potential negative impacts and conducts an assessment along vectors such as severity, impact, frequency, and likelihood.Which modeling technique does this team use?
B) Harms
A) Business
C) Process
D) Threat

CertNexus AIP-210 Exam - Topic 6 Question 8 Discussion

Actual exam question for CertNexus's AIP-210 exam
Question #: 8
Topic #: 6
[All AIP-210 Questions]

A product manager is designing an Artificial Intelligence (AI) solution and wants to do so responsibly, evaluating both positive and negative outcomes.

The team creates a shared taxonomy of potential negative impacts and conducts an assessment along vectors such as severity, impact, frequency, and likelihood.

Which modeling technique does this team use?

Show Suggested Answer Hide Answer
Suggested Answer: B

Harms modeling is a technique that helps product managers design AI solutions responsibly by evaluating both positive and negative outcomes. Harms modeling involves creating a shared taxonomy of potential negative impacts and conducting an assessment along vectors such as severity, impact, frequency, and likelihood. Harms modeling can help identify and mitigate any risks or harms that may arise from using AI solutions. Reference: [Harms Modeling for Responsible AI | by Google Developers | Google Developers], [Harms Modeling for Responsible AI - YouTube]


by Kenneth at Nov 26, 2023, 05:03 PM

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Niesha
8 months ago
Not sure if this is the best way to evaluate AI impacts.
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Lauryn
9 months ago
Wait, are they really using a shared taxonomy? That’s surprising!
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Juan
9 months ago
Totally agree with Threat modeling!
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Taryn
9 months ago
I think it's more about Harms assessment.
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Jess
9 months ago
Sounds like a Threat modeling approach to me.
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Jimmie
9 months ago
I vaguely recall that "Business" models are more about overall strategy rather than specific negative impacts, so I don't think that's it.
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Sabrina
10 months ago
I feel like "Threat" could also be a contender because it involves evaluating potential dangers, but I'm not completely confident.
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Ligia
10 months ago
This seems similar to a practice question we did on risk assessment models. I think "Harms" might be the right choice since it focuses on negative impacts.
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Keneth
10 months ago
I remember studying about different modeling techniques, but I'm not entirely sure which one fits this scenario. It sounds like they are assessing risks, though.
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Van
10 months ago
I'm leaning towards Threat on this one. The team is evaluating the AI solution for potential risks and negative outcomes, which is a common threat modeling approach. But I could see an argument for Harms as well.
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Cyndy
10 months ago
Hmm, I'm a bit unsure on this one. The question mentions "potential negative impacts" and "severity, impact, frequency, and likelihood", which makes me think it could be Threat, but I'm not totally confident.
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Kiera
10 months ago
This seems like a pretty straightforward question. The team is evaluating potential negative impacts of their AI solution, so I think the answer is Harms.
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Avery
10 months ago
Okay, let me think this through. They're creating a taxonomy of negative impacts and assessing them across different vectors. That sounds a lot like a risk assessment process, so I'm going to go with Process.
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Rose
10 months ago
Okay, I think I know this one. The document that needs to be output after the high-level design is complete is the... *pauses* Ah, what was that acronym again?
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My
10 months ago
I feel pretty confident about this one. Gap Analysis is all about finding the gaps or differences between the current state and the desired future state, so the answer has to be D - to identify missing functions.
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Jaime
10 months ago
This looks like a straightforward question about the capabilities of the User Portal. I'll carefully read through each option and select all the ones that apply.
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Willow
10 months ago
Hmm, I'm a bit unsure about this one. I'll need to review my notes on disclosure laws and standards for dealing with different types of external stakeholders.
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