100%無料AIGP試験問題集で試験を簡単に合格させます [Q12-Q31]

質問 12
All of the following are elements of establishing a global Al governance infrastructure EXCEPT?

Providing training to foster a culture that promotes ethical behavior.

Creating policies and procedures to manage third-partyrisk.

Understanding differences in norms across countries.

Publicly disclosing ethical principles.

質問 13
An Al system that maintains its level of performance within defined acceptable limits despite real world or adversarial conditions would be described as?

Robust.

Reliable.

Resilient.

Reinforced.

質問 14
A company is creating a mobile app to enable individuals to upload images and videos, and analyze this data using ML to provide lifestyle improvement recommendations. The signup form has the following data fields:
1.First name
2.Last name
3.Mobile number
4.Email ID
5.New password
6.Date of birth
7.Gender
In addition, the app obtains a device’s IP address and location information while in use.
What GDPR privacy principles does this violate?

Purpose Limitation and Data Minimization.

Accountability and Lawfulness.

Transparency and Accuracy.

Integrity and Confidentiality.

質問 15
What is the main purpose of accountability structures under the Govern function of the NIST Al Risk Management Framework?

To empower and train appropriate cross-functional teams.

To establish diverse, equitable and inclusive processes.

To determine responsibility for allocating budgetary resources.

To enable and encourage participation by external stakeholders.

質問 16
CASE STUDY
Please use the following answer the next question:
Good Values Corporation (GVC) is a U.S. educational services provider that employs teachers to create and deliver enrichment courses for high school students. GVC has learned that many of its teacher employees are using generative Al to create the enrichment courses, and that many of the students are using generative Al to complete their assignments.
In particular, GVC has learned that the teachers they employ used open source large language models (“LLM”) to develop an online tool that customizes study questions for individual students. GVC has also discovered that an art teacher has expressly incorporated the use of generative Al into the curriculum to enable students to use prompts to create digital art.
GVC has started to investigate these practices and develop a process to monitor any use of generative Al, including by teachers and students, going forward.
All of the following may be copyright risks from teachers using generative Al to create course content EXCEPT?

Content created by an LLM may be protectable under U.S. intellectual property law.

Generative Al is generally trained using intellectual property owned by third parties.

Students must expressly consent to this use of generative Al.

Generative Al often creates content without attribution.

質問 17
Which of the following most encourages accountability over Al systems?

Determining the business objective and success criteria for the Al project.

Performing due diligence on third-party Al training and testing data.

Defining the roles and responsibilities of Al stakeholders.

Understanding Al legal and regulatory requirements.

質問 18
The framework set forth in the White House Blueprint for an Al Bill of Rights addresses all of the following EXCEPT?

Human alternatives, consideration and fallback.

High-risk mitigation standards.

Safe and effective systems.

Data privacy.

質問 19
Testing data is defined as a subset of data that is used to?

Assess a model’s on-going performance in production.

Enable a model to discover and learn patterns.

Provide a robust evaluation of a final model.

Evaluate a model’s handling of randomized edge cases.

質問 20
During the planning and design phases of the Al development life cycle, bias can be reduced by all of the following EXCEPT?

Stakeholder involvement.

Feature selection.

Human oversight.

Data collection.

質問 21
A company is working to develop a self-driving car that can independently decide the appropriate route to take the driver after the driver provides an address.
If they want to make this self-driving car “strong” Al, as opposed to “weak,” the engineers would also need to ensure?

Thatthe Al has full human cognitive abilities that can independently decide where to take the driver.

That they have obtained appropriate intellectual property (IP) licenses to use data for training the Al.

That the Al has strong cybersecurity to prevent malicious actors from taking control of the car.

That the Al can differentiate among ethnic backgrounds of pedestrians.

質問 22
Which of the following is the least relevant consideration in assessing whether users should be given the right to opt out from an Al system?

Feasibility.

Risk to users.

Industry practice.

Cost of alternative mechanisms.

質問 23
A Canadian company is developing an Al solution to evaluate candidates in the course of job interviews.
Before offering the Al solution in the EU market, the company must take all of the following steps EXCEPT?

Register the Al solution in a public EU database.

Establish a risk and quality management system.

Engage a third-party auditor to perform a bias audit.

Draw up technical documentation and instructions for use.

質問 24
The most important factor in ensuring fairness when training an Al system is?

The architecture and model selection.

The data labeling and classification.

The data attributes and variability.

The model accuracy and scale.

質問 25
What is the best method to proactively train an LLM so that there is mathematical proof that no specific piece of training data has more than a negligible effect on the model or its output?

Clustering.

Transfer learning.

Differential privacy.

Data compartmentalization.

質問 26
Which of the following best defines an “Al model”?

A system that applies defined rules to execute tasks.

A system of controls that is used to govern an Al algorithm.

A corpus of data which an Al algorithm analyzes to make predictions.

A program that has been trained on a set of data to find patterns within the data.

質問 27
A US company has developed an Al system, CrimeBuster 9619, that collects information about incarcerated individuals to help parole boards predict whether someone is likely to commit another crime if released from prison.
When considering expanding to the EU market, this type of technology would?

Require the company to register the tool with the EU database.

Be subject approval by the relevant EU authority.

Require a detailed conformity assessment.

Be banned under the EU Al Act.

質問 28
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?

Test the Al tool pre- and post-deployment.

Ensure the vendor assumes responsibility for all damages.

Direct the procurement team to select the most economical Al tool.

Continue to require XYZ’s hiring personnel to manually screen all applicants.

質問 29
What is the 1956 Dartmouth summer research project on Al best known as?

A meeting focused on the impacts of the launch of the first mass-produced computer.

A research project on the impacts of technology on society.

A research project to create a test for machine intelligence.

A meeting focused on the founding of the Al field.

質問 30
CASE STUDY
Please use the following answer the next question:
A mid-size US healthcare network has decided to develop an Al solution to detect a type of cancer that is most likely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that will perform an initial review of all imaging and then route records a radiologist for secondary review pursuant Agreed-upon criteria (e.g., a confidence score below a threshold).
To date, the healthcare network has taken the following steps: defined its Al ethical principles: conducted discovery to identify the intended uses and success criteria for the system: established an Al governance committee; assembled a broad, crossfunctional team with clear roles and responsibilities; and created policies and procedures to document standards, workflows, timelines and risk thresholds during the project.
The healthcare network intends to retain a cloud provider to host the solution and a consulting firm to help develop the algorithm using the healthcare network’s existing data and de-identified data that is licensed from a large US clinical research partner.
The most significant risk from combining the healthcare network’s existing data with the clinical research partner data is?

Privacy risk.

Security risk.

Operational risk.

Reputational risk.

質問 31
An EU bank intends to launch a multi-modal Al platform for customer engagement and automated decision-making assist with the opening of bank accounts. The platform has been subject to thorough risk assessments and testing, where it proves to be effective in not discriminating against any individual on the basis of a protected class.
What additional obligations must the bank fulfill prior to deployment?

The bank must obtain explicit consent from users under the privacy Directive.

The bank must disclose how the Al system works under the Ell Digital Services Act.

The bank must subject the Al system an adequacy decision and publish its appropriate safeguards.

The bank must disclose the use of the Al system and implement suitable measures for users to contest automated decision-making.