Core AI Concepts and Business Applications CAIPM Practice Questions (Page 8)

Questions 36–40

1. 36application · medium

   A financial services firm wants to use AI to approve loan applications. The model is trained on historical data that includes biased lending decisions. The firm is concerned about regulatory compliance and fairness. What is the most important limitation to address?

   • AThe model will eliminate the need for human loan officers.
   • BThe model will require too much manual oversight.
   • CThe model will be too slow to process loan applications.
   • DThe model may perpetuate historical biases, leading to unfair lending decisions.
   Reveal Solution Discussion Select an answer first
2. 37application · medium

   A customer service organization wants to reduce response times and improve customer satisfaction. They are considering an AI chatbot to handle common inquiries. The team is concerned about the chatbot's ability to handle complex or sensitive issues. What is the best way to implement the chatbot to maximize value while mitigating risks?

   • ADo not use AI because chatbots cannot understand natural language.
   • BUse the chatbot only for internal employee inquiries, not customers.
   • CUse the chatbot to handle simple, routine inquiries and escalate complex or sensitive cases to human agents.
   • DDeploy the chatbot to handle all inquiries without human intervention.
   Reveal Solution Discussion Select an answer first
4. 38foundation · easy

   Which statement best distinguishes artificial intelligence (AI) from machine learning (ML) and deep learning (DL)?

   • ADL is the overarching discipline, AI is a subset focused on neural networks, and ML is a subset of DL that uses labeled data.
   • BAI and ML are synonymous terms, while DL refers specifically to rule-based expert systems.
   • CML is the broad field of mimicking human cognition, AI is a subset that uses statistical models, and DL is a type of AI that does not require data.
   • DAI is the broad field of creating systems that perform tasks requiring human-like intelligence; ML is a subset of AI that learns from data; DL is a subset of ML using multi-layered neural networks.
   Reveal Solution Discussion Select an answer first
5. 39application · medium

   A retail company wants to use AI to optimize inventory management. They have historical sales data, supplier lead times, and seasonal trends. The goal is to reduce stockouts and overstock. What is the primary value AI can bring to this process?

   • AEliminating all inventory costs.
   • BAutomatically placing orders without any human oversight.
   • CProviding more accurate demand forecasts by identifying complex patterns in sales data.
   • DReplacing the need for historical data.
   Reveal Solution Discussion Select an answer first
6. 40foundation · easy

   Which of the following is a common business application of AI in the customer service function?

   • AA firewall that blocks unauthorized network access based on predefined rules.
   • BA spreadsheet that calculates monthly sales totals using built-in formulas.
   • CA database that stores customer contact information and purchase history.
   • DA chatbot that uses natural language processing to resolve common customer inquiries.
   Reveal Solution Discussion Select an answer first