Artificial Intelligence: Chatbots, Assistants, and Generative AI for Content and Predictions. IT-FUNDAMENTALS-ITF-CERTIFICATION Practice Questions (Page 5)

Questions 21–25

1. 21application · medium

   A user is interacting with a virtual assistant on their smartphone to set a reminder for a meeting. The assistant understands the spoken command and creates the reminder. Which TWO core AI concepts are being demonstrated in this interaction?

   • ANatural language processing and narrow AI.
   • BPredictive analytics and machine learning.
   • CComputer vision and deep learning.
   • DGenerative AI and general AI.
   Reveal Solution Discussion Select an answer first
2. 22application · medium

   A graphic designer needs to create a series of unique background images for a website. They decide to use a generative AI tool. What is the MOST important thing for the designer to verify before using the generated images commercially?

   • AThe copyright and licensing terms of the AI tool and the images it generates.
   • BThe AI tool's ability to generate images in a specific file format.
   • CThe amount of RAM in the computer running the AI tool.
   • DThe AI's ability to predict which images will be most popular with website visitors.
   Reveal Solution Discussion Select an answer first
4. 23application · medium

   A logistics company wants to use AI to forecast weekly package volumes so they can schedule staff more efficiently. They have five years of historical shipping data. What is the FIRST step they should take to build this predictive system?

   • ATrain an AI model on the historical data to identify patterns and relationships that correlate with shipping volume.
   • BUse a generative AI tool to write a report summarizing last year's shipping volumes.
   • CDeploy a chatbot on their website to ask customers about their future shipping needs.
   • DPurchase a general AI system that can perform any intellectual task a human can, to handle the forecasting.
   Reveal Solution Discussion Select an answer first
5. 24expert · hard

   A hospital wants to use AI to predict patient readmission rates. They have two options: Option 1 is a complex deep-learning model that is 95% accurate but provides no explanation for its predictions. Option 2 is a simpler model that is 85% accurate but can show which factors (e.g., age, previous admissions) most influenced each prediction. Which option is MORE appropriate, and why?

   • AOption 1, because higher accuracy is always the most important factor in any AI system.
   • BOption 2, because in a medical context, the ability to explain and trust the reasoning behind a prediction is critical for clinicians.
   • COption 2, because it is a narrow AI system, while Option 1 is a general AI system.
   • DOption 1, because deep learning models are always more reliable than simpler models.
   Reveal Solution Discussion Select an answer first
6. 25application · medium

   A hospital is evaluating an AI system that analyzes X-ray images to detect potential fractures. The system was trained on a large dataset of X-rays and is very accurate at this specific task. However, it cannot answer patient questions or diagnose other conditions. How should this AI system be classified?

   • AA chatbot, because it interacts with digital data.
   • BA generative AI model, because it creates a diagnosis.
   • CNarrow AI, because it is designed to perform a single, specific task.
   • DGeneral AI, because it can analyze images and make decisions.
   Reveal Solution Discussion Select an answer first