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?

Minimizing harm in AI development and deployment Signup and view all the answers

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

To ensure responsible and ethical use of data in AI Signup and view all the answers

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

Minimizing harm through responsible AI product management Signup and view all the answers

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

To understand and mitigate bias in AI development and deployment Signup and view all the answers

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

To avoid harm and mitigate it when it occurs Signup and view all the answers

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

Insights to ensure resilient and ethically aligned deployment of AI Signup and view all the answers

What is the primary focus of AI Ethics?

Avoiding harm and adhering to principles of safety, security, and environmental sustainability Signup and view all the answers

What do values tell us according to the text?

Values are the things we strive for and desire Signup and view all the answers

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

To keep humans in control by allowing for human intervention in AI decisions Signup and view all the answers

What does data security measure according to the text?

It measures the organization's efforts to prevent unauthorized access by third parties Signup and view all the answers

What does AI bias refer to?

The systematic errors or anomalies in the output of machine learning algorithms Signup and view all the answers

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

The intentional expansion of an AI model's capabilities beyond its original design and intent Signup and view all the answers

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

It refers to biases introduced when certain groups or characteristics are overrepresented or underrepresented in the training data Signup and view all the answers

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

Potential inaccuracies or unintended outcomes due to repurposing or unintended deployment of an AI model Signup and view all the answers

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

To develop AI that is equitable and manages harm effectively Signup and view all the answers

What do principles tell us according to the text?

Principles tell us what’s right — outlining how we may or may not achieve our values Signup and view all the answers

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

To ensure that data is processed, shared, archived, and deleted properly Signup and view all the answers

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

It arises from societal norms, beliefs, and practices that have historically favoured certain groups over others Signup and view all the answers

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

It refers to biases introduced when data from diverse sources or groups is combined without considering their differences Signup and view all the answers

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

To enhance the ability to protect sensitive information and secure AI systems Signup and view all the answers

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

Societal norms, beliefs, and practices that have historically favored certain groups over others Signup and view all the answers

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

Skills to develop AI that is equitable and manages harm effectively Signup and view all the answers

What is the primary focus of AI Ethics?

Developing AI that is responsible, fair, and minimizes harm Signup and view all the answers

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

Potential inaccuracies or unintended consequences Signup and view all the answers

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

When data from diverse sources or groups is combined or aggregated without considering the nuances or differences between them Signup and view all the answers

What do values tell us according to the text?

Things we strive for, desire, and seek to protect Signup and view all the answers

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

'Outcome based approach', 'Human + AI', 'Human in the Loop' Signup and view all the answers

What does data security measure according to the text?

Unauthorized access prevention measures by an organization Signup and view all the answers

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

To provide human oversight and intervention in AI decision-making processes Signup and view all the answers

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

To avoid causing harm at a significantly amplified scale and speed compared to human actions Signup and view all the answers

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

To address systemic discrimination or societal inequalities embedded in the data collected Signup and view all the answers

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

To understand how to construct and manage AI that aligns with ethical standards Signup and view all the answers

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

The subtle changes in an AI model's performance over time Signup and view all the answers

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

To delve into ethical AI development and deployment Signup and view all the answers

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

To construct and manage AI that is fair and responsible Signup and view all the answers

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

Social, historical, or structural factors Signup and view all the answers

What do values tell us according to the text?

How to construct and manage AI that aligns with ethical standards Signup and view all the answers

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

To develop and manage AI that aligns with ethical standards Signup and view all the answers

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

Practical insights and methodologies to ensure ethically aligned deployment of AI Signup and view all the answers

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

'Statistical/Representation/Sampling Bias' refers to biased data collection or interpretation Signup and view all the answers

'Aggregation Bias' refer to according to the text?

'Aggregation Bias' refers to biases caused by integrating AI into everyday life Signup and view all the answers

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

The phenomenon of AI models becoming biased over time Signup and view all the answers

What do principles tell us according to the text?

How to construct and manage AI that aligns with ethical standards Signup and view all the answers

Slides 9: AI Ethics and Governance

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Questions and Answers

What is the primary focus of AI Ethics?

What does AI bias refer to?

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

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

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

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

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

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

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

What is the primary focus of AI Ethics?

What do values tell us according to the text?

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

What does data security measure according to the text?

What does AI bias refer to?

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

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

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

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

What do principles tell us according to the text?

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

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

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

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

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

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

What is the primary focus of AI Ethics?

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

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

What do values tell us according to the text?

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

What does data security measure according to the text?

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

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

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

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

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

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

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

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

What do values tell us according to the text?

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

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

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

'Aggregation Bias' refer to according to the text?

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

What do principles tell us according to the text?

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