BEENA AMMANATH is a global thought leader in AI ethics and an award-winning senior technology executive with extensive experience across a variety of industries. She is currently Executive Director of the Global Deloitte AI Institute and Founder of Humans For AI. She has also worked with companies such as General Electric, Bank of America, Hewlett Packard Enterprise, Thomson Reuters, British Telecom, and more. She has served on the boards of several tech startups, nonprofits and universities.http://www.beenammanath.com/

• Foreword viiPreface xiAcknowledgments xvIntroduction 3Chapter 1: A Primer on Modern AI 13Chapter 2: Fair and Impartial 23Chapter 3: Robust and Reliable 43Chapter 4: Transparent 61Chapter 5: Explainable 75Chapter 6: Secure 93Chapter 7: Safe 111Chapter 8: Privacy 127Chapter 9: Accountable 147Chapter 10: Responsible 161Chapter 11: Trustworthy AI in Practice 175Chapter 12: Looking Forward 187Notes 191Index 199

BEENA AMMANATH is a global thought leader in AI ethics and an award-winning senior technology executive with extensive experience across a variety of industries. She is currently Executive Director of the Global Deloitte AI Institute and Founder of Humans For AI. She has also worked with companies such as General Electric, Bank of America, Hewlett Packard Enterprise, Thomson Reuters, British Telecom, and more. She has served on the boards of several tech startups, nonprofits and universities.http://www.beenammanath.com/

• Foreword viiPreface xiAcknowledgments xvIntroduction 3Chapter 1: A Primer on Modern AI 13Chapter 2: Fair and Impartial 23Chapter 3: Robust and Reliable 43Chapter 4: Transparent 61Chapter 5: Explainable 75Chapter 6: Secure 93Chapter 7: Safe 111Chapter 8: Privacy 127Chapter 9: Accountable 147Chapter 10: Responsible 161Chapter 11: Trustworthy AI in Practice 175Chapter 12: Looking Forward 187Notes 191Index 199

BEENA AMMANATH is a global thought leader in AI ethics and an award-winning senior technology executive with extensive experience across a variety of industries. She is currently Executive Director of the Global Deloitte AI Institute and Founder of Humans For AI. She has also worked with companies such as General Electric, Bank of America, Hewlett Packard Enterprise, Thomson Reuters, British Telecom, and more. She has served on the boards of several tech startups, nonprofits and universities.http://www.beenammanath.com/

• Foreword viiPreface xiAcknowledgments xvIntroduction 3Chapter 1: A Primer on Modern AI 13Chapter 2: Fair and Impartial 23Chapter 3: Robust and Reliable 43Chapter 4: Transparent 61Chapter 5: Explainable 75Chapter 6: Secure 93Chapter 7: Safe 111Chapter 8: Privacy 127Chapter 9: Accountable 147Chapter 10: Responsible 161Chapter 11: Trustworthy AI in Practice 175Chapter 12: Looking Forward 187Notes 191Index 199