AI Governance

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AI Governance: Applying AI Policy and Ethics through Principles and Assessments, by Dr Darryl J Carlton

Unlock the power of responsible AI governance with this essential guide for leaders and practitioners.

Topics

Chapter 1: A Brief History of AI

Three Laws of Robotics

The Turing Test

Moving Forward

The New New Thing

The Societal Tapestry of AI

Ethical Considerations and Future Horizons

Real-World and Hypothetical Scenarios

Existing Legal Frameworks

Ethical Frameworks for AI


Chapter 2: The Eight Guiding Principles of AI

Principle One: Human, Social, and Environmental Well-Being

How to Uphold this Principle

Examples

References and Sources

Principle Two: Human-Centered Values

How to Uphold this Principle

Examples

References and Sources

Principle Three: Fairness

How to Uphold this Principle

Examples

References and Sources

Principle Four: Privacy Protection and Security

How to Uphold this Principle

Examples

References and Sources

Principle Five: Reliability and Safety

How to Uphold this Principle

Examples

References and Sources

Principle Six: Transparency and Explainability

How to Uphold this Principle

Examples

References and Sources

Principle Seven: Contestability

How to Uphold this Principle

Examples

References and Sources

Principle Eight: Accountability

How to Uphold this Principle

Examples

References and Sources


Chapter 3: Ethics and AI

Clifford’s Ethical Framework

The Importance of Questioning Assumptions

Accountability and the Duty of Inquiry

Integrating Clifford’s Principles into AI Ethics Frameworks

Conclusion


Chapter 4: Conformance Assessment

Section One: AI Systems Overview

Summary of the AI System being Deployed

Classification of AI System

Prohibited Systems

Exceptions for Law Enforcement

High Risk AI Systems

Section Two: Governance and Oversight

Values and AI Ethical Principles

Human Oversight

Considerations for Children

Section Three: Data and Documentation

Data Usage and Model Development

Transparency and Provision of Information to Users

Section Four: Operations, Risk & Retirement

Model Operations

Risk Management Plan

Retirement and Decommissioning


References and Sources


AI Readiness Assessment


Index

Gain the knowledge and tools to effectively govern and oversee the use of artificial intelligence in your organization, ensuring compliance with emerging global regulations. Become equipped with the necessary knowledge to establish a solid foundation for managing your AI investments and apply a technology that will revolutionize how you serve your markets, manage your internal business processes, and embed your products’ capabilities.

 

Depending on your organization’s locations and markets, you may need to comply with legislation that outlines your obligations, rights, and responsibilities. Two things, however, are clear:

  1. Every country will eventually put legislation in place to establish guardrails for using and operating artificial intelligence.
  2. If you offer your product or service in global markets, then you will be governed by the legislation of those markets, not just your home location.

 

This book contains four parts:

  1. Unravel the history of AI as a context to understand the current state and how AI will evolve over the next few years.
  2. Embrace the Eight Guiding Principles of AI, meticulously distilled from a comprehensive analysis of global approaches to AI governance. By adopting and adhering to these principles, your organization will be well-positioned to navigate the complex landscape of AI regulation and remain compliant across most jurisdictions.
  3. Connect ethics with AI, examining case studies and proposing an ethical framework to guide your successful deployment of AI.
  4. Implement a Conformance Assessment Checklist to establish effective AI governance and oversight practices in your organization.

 

This book will prepare you to put the necessary governance documents in place and work towards international AI conformance standards. Adopt clear AI principles to ensure technology and humanity progress harmoniously as we navigate this new digital era.

About Darryl

Darryl has spent his entire adult life in information technology, almost 50 years. And while he keeps dreaming about one day getting a real job, frankly, this is all he knows, and as it turns out, he is quite good at it. He has found a niche, which he refers to as “translating between business and technology”. While his very first degree in 1983 was in Artificial Intelligence and expert systems, he has specialized in project management. He has run more than 30 projects with a combined value in excess of $3 Billion. He is committed to life-long learning. This is reflected in the fact that he is working towards a second Ph.D. He loves being on, under, or near the water. He scuba dives and sails. Even his dog Simba is a water dog!

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