30 Questions
Why do we model in business processes?
To prototype and simulate different scenarios
What is NOT the primary purpose of modeling according to the text?
To achieve a 100% accurate understanding of everything
How do models help in business analysis?
By enabling control over situations with certainty
What does modeling allow us to do in the field of business?
Predict and enable a particular future
What is the purpose of representing a new Information System being introduced into an organization?
To simplify the relationships and objectives within the IS
How do we achieve objectives in Information Systems according to the text?
By building ISs from representations to achieve objectives
What is the main focus of automated planning in Expert Systems?
Automatically recommending courses of actions to achieve a goal
Which era was characterized by periods known as 'AI Winters'?
The 70s and 80s
What is one of the key drivers for the current 'AI Spring' according to the text?
The ability to economically store large data sets
What distinguishes tasks requiring Generative AI from those based on rulebase decision making?
Creativity and innovation
Which of the following technologies has played a significant role in supporting larger capacities for solving complex mathematical models?
TensorFlow
What has led to the newfound enthusiasm in the field of AI according to the text?
Greater sharing of ideas through emerging platforms like Kaggle
What is the first step in Davenport's Framework?
Understand the Technologies
Which type of technology is recommended when the problem is well defined and data is structured?
Robotics Process Automation (RAP)
Which technology is good for addressing large, well-labeled data sets but has issues with understanding algorithms, especially in regulated industries?
Machine Learning (ML)
What is a major challenge identified in implementing AI according to the text?
Scarcity of human talent
According to Davenport, what do companies need to develop capabilities in regarding AI implementation?
Matching requirements with appropriate AI technology
What area do companies need to grow their in-house capabilities, as mentioned in the text?
Algorithm building
Why are patients reluctant to use AI in patient care according to the text?
Because they believe AI only deals with standard cases and cannot cope with specific instances.
What is a key concern that doctors have about the use of AI in patient care?
AI potentially undermining the position of doctors.
How can AI improve its uptake in patient care according to the text?
By contextualizing individual consultations based on various factors.
What types of AI applications are being used in organizations from a business perspective?
Process Automation, Cognitive Insight, and Cognitive Engagement
In what areas are AI challenges emphasized according to the text?
Primarily social aspects
What is the main reason for the uptake of AI projects in organizations despite some reservations?
Demonstrated value delivery of doable AI projects
What caution is advised regarding the use of AI technology?
To form a balanced view based on its potential and limitations.
Which technology has passed its Peak Inflated Expectations stage according to the Gartner Hype Cycle?
Machine Learning
What are the two periods mentioned that AI has gone through before?
Winter of AI 80’s / 90’s and Spring of AI 2010+
What did the EU publish a White Paper on in February 2020?
AI
What is emphasized as a key component of AI in the text?
Data
What is the position of Machine Learning in the Gartner Hype Cycle for Digital Government Technology?
Slope of Enlightenment
Explore the differences between classic and machine learning approaches in artificial intelligence, as well as the positioning of AI, machine learning, and deep learning. Delve into the future of AI and the potential challenges and limitations that come with it. Beware of misleading information from vendors capitalizing on the AI trend.
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