Comparing Classic and Machine Learning Approaches in AI
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Questions and Answers

Why do we model in business processes?

  • To complicate situations further
  • To ignore the dynamic nature of business situations
  • To achieve a 100% accurate understanding
  • To prototype and simulate different scenarios (correct)

    • What is NOT the primary purpose of modeling according to the text?

  • To achieve a 100% accurate understanding of everything (correct)
  • To get a detailed snapshot at a moment in time
  • To understand what is important and essential
  • To simplify complicated concepts

    • How do models help in business analysis?

  • By enabling control over situations with certainty (correct)
  • By giving a detailed view of every aspect
  • By complicating problems further
  • By ignoring the dynamic nature of business situations

    • What does modeling allow us to do in the field of business?

    <p>Predict and enable a particular future (C)</p> Signup and view all the answers

    What is the purpose of representing a new Information System being introduced into an organization?

    <p>To simplify the relationships and objectives within the IS (B)</p> Signup and view all the answers

    How do we achieve objectives in Information Systems according to the text?

    <p>By building ISs from representations to achieve objectives (C)</p> Signup and view all the answers

    What is the main focus of automated planning in Expert Systems?

    <p>Automatically recommending courses of actions to achieve a goal (D)</p> Signup and view all the answers

    Which era was characterized by periods known as 'AI Winters'?

    <p>The 70s and 80s (A)</p> Signup and view all the answers

    What is one of the key drivers for the current 'AI Spring' according to the text?

    <p>The ability to economically store large data sets (C)</p> Signup and view all the answers

    What distinguishes tasks requiring Generative AI from those based on rulebase decision making?

    <p>Creativity and innovation (C)</p> Signup and view all the answers

    Which of the following technologies has played a significant role in supporting larger capacities for solving complex mathematical models?

    <p>TensorFlow (B)</p> Signup and view all the answers

    What has led to the newfound enthusiasm in the field of AI according to the text?

    <p>Greater sharing of ideas through emerging platforms like Kaggle (D)</p> Signup and view all the answers

    What is the first step in Davenport's Framework?

    <p>Understand the Technologies (C)</p> Signup and view all the answers

    Which type of technology is recommended when the problem is well defined and data is structured?

    <p>Robotics Process Automation (RAP) (A)</p> Signup and view all the answers

    Which technology is good for addressing large, well-labeled data sets but has issues with understanding algorithms, especially in regulated industries?

    <p>Machine Learning (ML) (C)</p> Signup and view all the answers

    What is a major challenge identified in implementing AI according to the text?

    <p>Scarcity of human talent (D)</p> Signup and view all the answers

    According to Davenport, what do companies need to develop capabilities in regarding AI implementation?

    <p>Matching requirements with appropriate AI technology (B)</p> Signup and view all the answers

    What area do companies need to grow their in-house capabilities, as mentioned in the text?

    <p>Algorithm building (D)</p> Signup and view all the answers

    Why are patients reluctant to use AI in patient care according to the text?

    <p>Because they believe AI only deals with standard cases and cannot cope with specific instances. (A)</p> Signup and view all the answers

    What is a key concern that doctors have about the use of AI in patient care?

    <p>AI potentially undermining the position of doctors. (C)</p> Signup and view all the answers

    How can AI improve its uptake in patient care according to the text?

    <p>By contextualizing individual consultations based on various factors. (C)</p> Signup and view all the answers

    What types of AI applications are being used in organizations from a business perspective?

    <p>Process Automation, Cognitive Insight, and Cognitive Engagement (C)</p> Signup and view all the answers

    In what areas are AI challenges emphasized according to the text?

    <p>Primarily social aspects (B)</p> Signup and view all the answers

    What is the main reason for the uptake of AI projects in organizations despite some reservations?

    <p>Demonstrated value delivery of doable AI projects (D)</p> Signup and view all the answers

    What caution is advised regarding the use of AI technology?

    <p>To form a balanced view based on its potential and limitations. (D)</p> Signup and view all the answers

    Which technology has passed its Peak Inflated Expectations stage according to the Gartner Hype Cycle?

    <p>Machine Learning (C)</p> Signup and view all the answers

    What are the two periods mentioned that AI has gone through before?

    <p>Winter of AI 80’s / 90’s and Spring of AI 2010+ (B)</p> Signup and view all the answers

    What did the EU publish a White Paper on in February 2020?

    <p>AI (C)</p> Signup and view all the answers

    What is emphasized as a key component of AI in the text?

    <p>Data (A)</p> Signup and view all the answers

    What is the position of Machine Learning in the Gartner Hype Cycle for Digital Government Technology?

    <p>Slope of Enlightenment (C)</p> Signup and view all the answers

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