Business Analytics and Emerging Trends - Responsible AI - Introduction AI

11 important questions on Business Analytics and Emerging Trends - Responsible AI - Introduction AI

What are the three types of ethics for AI?

  • Ethics by design
  • Ethics in design
  • Ethics for design

Why do we need responsible AI?

AI can become a problem of fairness and bias in data

What is an AI application?

A combination of a model, learned by ML on the basis of a trainingset and input data, that can autonomously do a human task.
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What are 3 important features of AI?

  • Adaptability
  • Interaction
  • Autonomy

What is the Responsible research and innovation (RRI) approach in Ethics IN design?

  • Approach that anticipates potential implications and societal expectations, with aim to foster the design of inclusive and sustainable research and innovation

Why is AI = ART and what is ART?

  • Accountability: possibilty to hold people accountable for actions
  • Responsibility: Morally based obligations of people that design the AI
  • Transparency: it needs to be clear what decisions AI can make and which data it uses

What is the FACT framework of responsible data science?

  • Fairness: data science without prejudice
  • Accuracy: data science without guesswork
  • Confidentially: system should be aware that they not review everything
  • Transparency: sufficient transparency so that user and society can trust the system

How can ethics IN design be stimulated?

  • taking up ethical business strategy
  • possibilities to differentiate yourself
  • regulation and certification can help

What is ethics BY design for AI?

AI needs to require identification of human values and norms and should be capable of ethical reasoning

Why is ethics BY design hard to realize?

Different perspectives of ethics (car example: save maximum lives or harm the least)

What is ethics FOR design in AI?

There should be a code of conduct to clarify mission, values and principles when using AI

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