Artificial Intelligence Fundamentals GOAA Practice Questions (Page 4)

Questions 16–20

1. 16application · medium

   A company deploys an AI chatbot to handle customer support. The chatbot performs well on common questions but fails on rare, unusual queries. The support manager wants to understand this limitation before expanding the chatbot's role. Which statement accurately describes a core limitation of the current AI system?

   • AThe chatbot cannot process natural language at all
   • BThe chatbot will eventually become self-aware and exceed human intelligence
   • CThe chatbot's performance is completely random and unpredictable
   • DThe chatbot can only perform well on patterns similar to its training data
   Reveal Solution Discussion Select an answer first
2. 17expert · medium

   A company wants to use AI to automatically generate product descriptions from images. They have a large dataset of product images and corresponding text descriptions. Which AI subfield and technique is most appropriate?

   • ANatural language processing only
   • BReinforcement learning
   • CComputer vision only
   • DComputer vision and natural language processing combined
   Reveal Solution Discussion Select an answer first
4. 18application · medium

   A healthcare provider wants to deploy an AI system that assists radiologists by highlighting potential tumors in X-ray images. The system must provide a confidence score for each finding. Which AI application approach is most appropriate?

   • AA reinforcement learning agent that decides which images to review
   • BA supervised deep learning model trained on labeled X-rays
   • CAn unsupervised clustering model to group similar X-rays
   • DA rule-based expert system with manually coded criteria
   Reveal Solution Discussion Select an answer first
5. 19expert · hard

   A research lab is developing an AI system to detect deepfake videos. They have a dataset of real and fake videos. The team wants to use a model that can learn spatial and temporal patterns in video frames. Which approach is most appropriate?

   • AA simple feedforward neural network on flattened frames
   • BA decision tree classifier on pixel values
   • CA convolutional neural network (CNN) combined with a recurrent neural network (RNN)
   • DA reinforcement learning agent that watches videos
   Reveal Solution Discussion Select an answer first
6. 20application · medium

   A team is building an AI system that translates spoken language to text in real-time. They plan to use a neural network that processes sequential audio data. Which AI subfield and application does this represent?

   • ADeep learning and natural language processing
   • BUnsupervised learning and robotics
   • CReinforcement learning and computer vision
   • DClassical machine learning and expert systems
   Reveal Solution Discussion Select an answer first