Slides 9: AI Ethics and Governance
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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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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</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'</p> Signup and view all the answers

    What does data security measure according to the text?

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

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