According to the GDPR's transparency principle, when an Al system processes personal data in automated decision -making, controllers are required to provide data subjects specific information on?
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?
What is the primary reason the EU is considering updates to its Product Liability Directive?
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 other stakeholder groups should be involved in the selection and implementation of the Al hiring tool?
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. If XYZ does not deploy and use the Al hiring tool responsibly in the United States, its liability would likely increase under all of the following laws EXCEPT?
Machine learning is best described as a type of algorithm by which?
