To establish an expectation among consumers that a professional will behave ethically, a nonprofit society publishes a professional code of ethics. Which benefit can be directly derived from this effort?
A cloud computing company uses machine learning software to screen the resumes of job seekers. The company's aim is to reduce potential human prejudice in the hiring process. To set up the software and train the machine learning model, the company provides information from its hiring decisions over the past five years. After several months of using the software, the company runs an audit and finds that the software screens out minority job seekers at a much higher rate.
Which behavior is the trained machine learning model displaying?
An organization creating a new consumer-profiling software tool has concerns about the software's ability to accurately capture and process data. The team decides to use an iterative approach to write the code, allowing for continuous testing and adjustment of requirements. The organization believes this will help ensure the software's data collection capabilities are both efficient and accurate.
Which methodology has the organization employed?
Which principle, according to the Organisation for Economic Co-operation and Development's (OECD) privacy guidelines, states that people have the right to review their data, challenge its correctness, and have incorrect data changed?
A company notices a drift in model performance due to suspicious alterations of the source data. It hires a specialist to test the security of its information systems and look for vulnerabilities attackers might have exploited.
Which name describes this specialist?
A data scientist selects publicly available demographic data from a limited group of familiar zip codes when training an algorithm. What are two ethical concerns with this approach? Choose 2 answers.
A company has used Its credit approval system for a long time. A risk evaluation director initiates an update of the data model to make sure it meets the highest ethical standards. Which Software Engineering Code of Ethics and Professional Practice principle does the director's action represent?