Iapp examstopics artificial Intelligence Governance Aigp Reddit Questions by Avie q30 vce pdf

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Exam Name:	Artificial Intelligence Governance Professional
Exam Code:	AIGP Dumps
Vendor:	IAPP	Certification:	Artificial Intelligence Governance
Questions:	100 Q&A's	Shared By:	avie

Question 20

In the machine learning context, feature engineering is the process of?

Options:

Converting raw data into clean data.

Creating learning schema for a model apply.

Developing guidelines to train and test a model.

Extracting attributes and variables from raw data.

Discussion

Question 21

CASE STUDY

Please use the following answer the next question:

A local police department in the United States procured an Al system to monitor and analyze social media feeds, online marketplaces and other sources of public information to detect evidence of illegal activities (e.g., sale of drugs or stolen goods). The Al system works by surveilling the public sites in order to identify individuals that are likely to have committed a crime. It cross-references the individuals against data maintained by law enforcement and then assigns a percentage score of the likelihood of criminal activity based on certain factors like previous criminal history, location, time, race and gender.

The police department retained a third-party consultant assist in the procurement process, specifically to evaluate two finalists. Each of the vendors provided information about their system's accuracy rates, the diversity of their training data and how their system works. The consultant determined that the first vendor’s system has a higher accuracy rate and based on this information, recommended this vendor to the police department.

The police department chose the first vendor and implemented its Al system. As part of the implementation, the department and consultant created a usage policy for the system, which includes training police officers on how the system works and how to incorporate it into their investigation process.

The police department has now been using the Al system for a year. An internal review has found that every time the system scored a likelihood of criminal activity at or above 90%, the police investigation subsequently confirmed that the individual had, in fact, committed a crime. Based on these results, the police department wants to forego investigations for cases where the Al system gives a score of at least 90% and proceed directly with an arrest.

What is the best reason the police department should continue to perform investigations even if the Al system scores an individual's likelihood of criminal activity at or above 90%?

Options:

Because the department did not perform an impact assessment for this intended use.

Because Al systems that affect fundamental civil rights should not be fully automated.

Because investigations may identify additional individuals involved in the crime.

Because investigations may uncover information relevant to sentencing.

Discussion

Question 22

Which of the following steps occurs in the design phase of the Al life cycle?

Options:

Data augmentation.

Model explainability.

Risk impact estimation.

Performance evaluation.

Discussion

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Question 23

Retraining an LLM can be necessary for all of the following reasons EXCEPT?

Options:

To minimize degradation in prediction accuracy due tochanges in data.

Adjust the model's hyper parameters specific use case.

Account for new interpretations of the same data.

To ensure interpretability of the model's predictions.