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IAPP Exam AIGP Topic 2 Question 23 Discussion

Actual exam question for IAPP's AIGP exam
Question #: 23
Topic #: 2
[All AIGP Questions]

CASE STUDY

Please use the following answer the next question:

XYZ Corp., a premier payroll services company that employs thousands of people globally, is embarking on a new hiring campaign and wants to implement policies and procedures to identify and retain the best talent. The new talent will help the company's product team expand its payroll offerings to companies in the healthcare and transportation sectors, including in Asia.

It has become time consuming and expensive for HR to review all resumes, and they are concerned that human reviewers might be susceptible to bias.

Address these concerns, the company is considering using a third-party Al tool to screen resumes and assist with hiring. They have been talking to several vendors about possibly obtaining a third-party Al-enabled hiring solution, as long as it would achieve its goals and comply with all applicable laws.

The organization has a large procurement team that is responsible for the contracting of technology solutions. One of the procurement team's goals is to reduce costs, and it often prefers lower-cost solutions. Others within the company are responsible for integrating and deploying technology solutions into the organization's operations in a responsible, cost-effective manner.

The organization is aware of the risks presented by Al hiring tools and wants to mitigate them. It also questions how best to organize and train its existing personnel to use the Al hiring tool responsibly. Their concerns are heightened by the fact that relevant laws vary across jurisdictions and continue to change.

Which of the following measures should XYZ adopt to best mitigate its risk of reputational harm from using the Al tool?

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Suggested Answer: D

Model disgorgement is the technique used to remove the effects of improperly used data from an ML system. This process involves retraining or adjusting the model to eliminate any biases or inaccuracies introduced by the inappropriate data. It ensures that the model's outputs are not influenced by data that was not meant to be used or was used incorrectly. Reference: AIGP Body of Knowledge on Data Management and Model Integrity.


Contribute your Thoughts:

Graciela
16 days ago
I heard the procurement team is considering a 'deal of the century' on a used Speak & Spell as their AI tool. Gotta love that cost-effective approach!
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Hubert
27 days ago
Option D? Really? Manual screening is super time-consuming and still susceptible to human bias. Might as well stick with carrier pigeons for hiring.
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Glenn
29 days ago
Hold up, option C is a terrible idea! Going for the cheapest AI tool could lead to disastrous results. Quality and ethics should be the priority, not cost-cutting.
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Silvana
2 days ago
Hold up, option C is a terrible idea! Going for the cheapest AI tool could lead to disastrous results. Quality and ethics should be the priority, not cost-cutting.
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Alonso
9 days ago
B) Ensure the vendor assumes responsibility for all damages.
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Nicolette
15 days ago
A) Test the AI tool pre- and post-deployment.
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Lindsay
2 months ago
Option B sounds a bit too risky. The company should retain responsibility and oversight, not just pass the buck to the vendor. A more balanced approach is needed.
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Latanya
8 days ago
I agree, putting all the responsibility on the vendor could be risky. It's important for XYZ to have oversight.
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Lavonna
9 days ago
B) Ensure the vendor assumes responsibility for all damages.
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Haley
15 days ago
Option A seems like a good way to ensure the AI tool is working effectively.
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Dyan
19 days ago
A) Test the AI tool pre- and post-deployment.
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An
2 months ago
I think option A is the best approach. Thorough testing pre- and post-deployment is crucial to ensure the AI tool is fair and unbiased. We can't just take the vendor's word for it.
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Celestina
2 months ago
I think requiring XYZ's hiring personnel to manually screen all applicants is also important to avoid any potential biases that the Al tool may introduce.
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Aleta
2 months ago
I agree with Pearlene. Testing the Al tool is crucial to ensure it works effectively and doesn't harm the company's reputation.
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Pearlene
2 months ago
I think XYZ Corp. should test the Al tool pre- and post-deployment to mitigate risks.
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