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The best method to ensure a comprehensive identification of risks for a new AI model is?
CASE STUDYPlease 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 mostlikely arise in adults. Specifically, the healthcare network intends to create a recognition algorithm that willperform an initial review of all imaging and then route records a radiologist for secondary review pursuantagreed-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: conducteddiscovery 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 policiesand 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 helpdevelop the algorithm using the healthcare network's existing data and de-identified data that is licensed froma large US clinical research partner.In the design phase, which of the following steps is most important in gathering the data from the clinicalresearch partner?
All of the following are penalties and enforcements outlined in the EU Al Act EXCEPT?
A company has trained an ML model primarily using synthetic data, and now intends to use live personal data to test the model. Which of the following is NOT a best practice apply during the testing?
CASE STUDYA premier payroll services company that employs thousands of people globally, is embarking on a new hiringcampaign and wants to implement policies and procedures to identify and retain the best talent. The newtalent will help the company's product team expand its payroll offerings to companies in the healthcare andtransportation sectors, including in Asia.It has become time consuming and expensive for HR to review all resumes, and they are concerned thathuman reviewers might be susceptible to bias.To address these concerns, the company is considering using a third-party Al tool to screen resumes and assistwith hiring. They have been talking to several vendors about possibly obtaining a third-party Al-enabledhiring 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 withinthe company deploy technology solutions into the organization’s operations in a responsible, cost-effectivemanner.The organization is aware of the risks presented by Al hiring tools and wants to mitigate them. It alsoquestions how best to organize and train its existing personnel to use the Al hiring tool responsibly. Theirconcerns are heightened by the fact that relevant laws vary across jurisdictions and continue to change.The organization continues planning the adoption of an AI tool to support hiring, but is concerned aboutpotential bias in content generated by AI systems and how that could affect public perception.Which of the following measures should the company adopt to best mitigate its risk of reputational harmfrom using the AI tool?
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