Welcome to your AI in Business & Governance – Intermediate Quiz What is a human-in-the-loop system in AI governance? A fully autonomous AI system A system where humans oversee or validate AI decisions A system without feedback None In governance, algorithmic bias is primarily caused by: Faster computing hardware Biased or unrepresentative training data Too much transparency None What is automation bias? Trusting AI outputs too much even when they may be wrong Ignoring all AI systems completely Using AI only for entertainment None What is AI-driven personalization in business? Offering the same product to all users Customizing services or recommendations based on user data Removing customer preferences None What is a common limitation of AI systems in business decision-making? They cannot process large datasets They require human-defined objectives and can inherit bias They only work without data None What does transparency in AI governance refer to? Making all AI systems open-source Ensuring AI decisions can be understood and explained Hiding algorithms for security None Which AI application is most common in predictive business analytics? Drawing business charts manually Forecasting customer behavior and market trends Printing financial reports None Which best describes machine learning in business AI applications? Programming explicit rules for every scenario Allowing systems to learn patterns from data Replacing all human decision-making None Which of the following best describes customer segmentation using AI? Grouping customers based on behavior and data patterns Randomly assigning customers to groups Separating customers by age only None How is AI most commonly used in business process optimization? Replacing all managers entirely Identifying inefficiencies and improving workflows Eliminating customer service departments None Previous Start Quiz Next Time's up