Tailwind Retail wants a model to recommend promotions. They have:Transaction tables with product, price, time, and storeCustomer attributes (age band, loyalty tier, region)Free-text notes from call centre agents about complaints and preferencesWhich approach best uses data types to improve the model?
Fabrikam is deploying an AI copilot that can see sensitive project documents and internal chat data. A manager argues that because the copilot is only available on the internal network, there’s no need for extra security work.From a secure AI perspective, which requirement is most important to highlight?
Tailwind Traders is piloting a model to recommend credit products to small businesses. The historical training data comes mostly from one region, primarily tech startups, and is missing many declined applications due to legacy retention rules. The risk team is concerned that the model’s outputs may not generalise to other regions and industries.Which statement best explains why the data profile is a fundamental risk here?
In a case where AI was used to predict student success, it was found to disadvantage students from certain backgrounds. What corrective action should be taken?