Free IAPP AIGP Exam Questions

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

Scenario:An organization is evaluating different AI models for integration into its internal workflows. Before movingforward with a particular AI solution from a third-party vendor, the governance team needs to assess theethical and operational implications of the model.The most important policy to assess the operations of an AI model is to follow the:

CASE STUDYPlease use the following answer the next question:A local police department in the United States procured an Al system to monitor and analyze social mediafeeds, 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 identifyindividuals that are likely to have committed a crime. It cross-references the individuals against datamaintained by law enforcement and then assigns a percentage score of the likelihood of criminal activitybased 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 toevaluate two finalists. Each of the vendors provided information about their system ' s accuracy rates, thediversity of their training data and how their system works. The consultant determined that the first vendor’ssystem has a higher accuracy rate and based on this information, recommended this vendor to the policedepartment.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, whichincludes training police officers onhow 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 everytime the system scored a likelihood of criminal activity at or above 90%, the police investigation subsequentlyconfirmed that the individual had, in fact, committed a crime. Based on these results, the police departmentwants to forego investigations for cases where the Al system gives a score of at least 90% and proceeddirectly with an arrest.What is the best reason the police department should continue to perform investigations even if the Al systemscores an individual ' s likelihood of criminal activity at or above 90%?

Which stakeholder is responsible for lawful collection of data for the training of the foundational AI model? 

Scenario:An organization is evaluating different AI models for integration into its internal workflows. Before movingforward with a particular AI solution from a third-party vendor, the governance team needs to assess theethical and operational implications of the model.The most important policy to assess the operations of an AI model is to follow the: