Slides 9: AI Ethics and Governance
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Questions and Answers

What is the primary focus of AI Ethics?

  • Ensuring high profitability of AI systems
  • Promoting societal biases within AI systems
  • Maximizing the speed and scale of AI operations
  • Avoiding causing harm by adhering to principles of safety, security, and environmental sustainability (correct)

What does AI bias refer to?

  • The aggregation of diverse sources without considering the nuances
  • The consistent and reproducible inaccuracies in data collections
  • The intentional skewing of AI model outcomes for specific groups
  • The systematic errors or anomalies in the output of machine learning algorithms (correct)

What is the main purpose of 'Human in the Loop' in AI systems?

  • To minimize human errors in data recording and transportation
  • To remove human involvement from AI decision-making processes
  • To maximize the autonomy of AI systems from human influence
  • To ensure human oversight and intervention in AI decision-making processes (correct)

What is the primary focus of the 'AI Ethics and Governance' module?

<p>Minimizing harm in AI development and deployment (C)</p> Signup and view all the answers

What is the main objective of exploring data privacy in the 'AI Ethics and Governance' module?

<p>To ensure responsible and ethical use of data in AI (C)</p> Signup and view all the answers

What insights does the 'AI Ethics and Governance' module provide for managing AI?

<p>Minimizing harm through responsible AI product management (A)</p> Signup and view all the answers

What is the significance of exploring bias in the context of AI ethics?

<p>To understand and mitigate bias in AI development and deployment (A)</p> Signup and view all the answers

Why is it important to establish processes for developing AI that minimizes harm?

<p>To avoid harm and mitigate it when it occurs (D)</p> Signup and view all the answers

What knowledge do attendees gain regarding responsible AI product management in this module?

<p>Insights to ensure resilient and ethically aligned deployment of AI (D)</p> Signup and view all the answers

What is the primary focus of AI Ethics?

<p>Avoiding harm and adhering to principles of safety, security, and environmental sustainability (B)</p> Signup and view all the answers

What do values tell us according to the text?

<p>Values are the things we strive for and desire (D)</p> Signup and view all the answers

What is the main purpose of 'Human in the Loop' in AI systems?

<p>To keep humans in control by allowing for human intervention in AI decisions (D)</p> Signup and view all the answers

What does data security measure according to the text?

<p>It measures the organization's efforts to prevent unauthorized access by third parties (D)</p> Signup and view all the answers

What does AI bias refer to?

<p>The systematic errors or anomalies in the output of machine learning algorithms (C)</p> Signup and view all the answers

What does 'Model Creep' refer to in AI systems?

<p>The intentional expansion of an AI model's capabilities beyond its original design and intent (D)</p> Signup and view all the answers

What does 'Statistical/Representation/Sampling Bias' refer to in relation to AI?

<p>It refers to biases introduced when certain groups or characteristics are overrepresented or underrepresented in the training data (B)</p> Signup and view all the answers

What is a potential consequence of 'Deployment Bias' (Function/Model Creep) in AI systems?

<p>Potential inaccuracies or unintended outcomes due to repurposing or unintended deployment of an AI model (B)</p> Signup and view all the answers

What is the primary goal of avoiding bias in AI product management?

<p>To develop AI that is equitable and manages harm effectively (A)</p> Signup and view all the answers

What do principles tell us according to the text?

<p>Principles tell us what’s right — outlining how we may or may not achieve our values (A)</p> Signup and view all the answers

What is the main goal of ensuring data privacy according to the text?

<p>To ensure that data is processed, shared, archived, and deleted properly (C)</p> Signup and view all the answers

What does 'Societal/Historical/Structural Bias' arise from according to the text?

<p>It arises from societal norms, beliefs, and practices that have historically favoured certain groups over others (C)</p> Signup and view all the answers

What does 'Aggregation Bias' refer to according to the text?

<p>It refers to biases introduced when data from diverse sources or groups is combined without considering their differences (A)</p> Signup and view all the answers

What is the main purpose of exploring data privacy in the 'AI Ethics and Governance' module?

<p>To enhance the ability to protect sensitive information and secure AI systems (C)</p> Signup and view all the answers

What does 'Societal/Historical/Structural Bias' arise from according to the text?

<p>Societal norms, beliefs, and practices that have historically favored certain groups over others (C)</p> Signup and view all the answers

What knowledge do attendees gain regarding responsible AI product management in this module?

<p>Skills to develop AI that is equitable and manages harm effectively (B)</p> Signup and view all the answers

What is the primary focus of AI Ethics?

<p>Developing AI that is responsible, fair, and minimizes harm (B)</p> Signup and view all the answers

What is a potential consequence of 'Deployment Bias' (Function/Model Creep) in AI systems?

<p>Potential inaccuracies or unintended consequences (B)</p> Signup and view all the answers

What does 'Aggregation Bias' refer to according to the text?

<p>When data from diverse sources or groups is combined or aggregated without considering the nuances or differences between them (B)</p> Signup and view all the answers

What do values tell us according to the text?

<p>Things we strive for, desire, and seek to protect (C)</p> Signup and view all the answers

What insights does the 'AI Ethics and Governance' module provide for managing AI?

<p>'Outcome based approach', 'Human + AI', 'Human in the Loop' (A)</p> Signup and view all the answers

What does data security measure according to the text?

<p>Unauthorized access prevention measures by an organization (B)</p> Signup and view all the answers

What is the main purpose of 'Human in the Loop' in AI systems?

<p>To provide human oversight and intervention in AI decision-making processes (C)</p> Signup and view all the answers

Why is it important to establish processes for developing AI that minimizes harm?

<p>To avoid causing harm at a significantly amplified scale and speed compared to human actions (C)</p> Signup and view all the answers

What is the significance of exploring bias in the context of AI ethics?

<p>To address systemic discrimination or societal inequalities embedded in the data collected (A)</p> Signup and view all the answers

What is the main objective of exploring data privacy in the 'AI Ethics and Governance' module?

<p>To understand how to construct and manage AI that aligns with ethical standards (B)</p> Signup and view all the answers

What does 'Model Creep' refer to in AI systems?

<p>The subtle changes in an AI model's performance over time (D)</p> Signup and view all the answers

What is the primary focus of the 'AI Ethics and Governance' module?

<p>To delve into ethical AI development and deployment (D)</p> Signup and view all the answers

What is the primary goal of avoiding bias in AI product management?

<p>To construct and manage AI that is fair and responsible (D)</p> Signup and view all the answers

What does 'Societal/Historical/Structural Bias' arise from according to the text?

<p>Social, historical, or structural factors (C)</p> Signup and view all the answers

What do values tell us according to the text?

<p>How to construct and manage AI that aligns with ethical standards (C)</p> Signup and view all the answers

What is the significance of exploring bias in the context of AI ethics?

<p>To develop and manage AI that aligns with ethical standards (A)</p> Signup and view all the answers

What insights does the 'AI Ethics and Governance' module provide for managing AI?

<p>Practical insights and methodologies to ensure ethically aligned deployment of AI (A)</p> Signup and view all the answers

'Statistical/Representation/Sampling Bias' refer to in relation to AI?

<p>'Statistical/Representation/Sampling Bias' refers to biased data collection or interpretation (A)</p> Signup and view all the answers

'Aggregation Bias' refer to according to the text?

<p>'Aggregation Bias' refers to biases caused by integrating AI into everyday life (A)</p> Signup and view all the answers

What is a potential consequence of 'Deployment Bias' (Function/Model Creep) in AI systems?

<p>The phenomenon of AI models becoming biased over time (B)</p> Signup and view all the answers

What do principles tell us according to the text?

<p>How to construct and manage AI that aligns with ethical standards (C)</p> Signup and view all the answers

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