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Ethics at Work: Dilemmas of the Near Future and How Your Organization Can Solve Them
Østergaard, Kris; Jasanoff, Sheila; Gladstein, Alex; Pawlak, Laila; Quihuis, Margarita; Fung, Mei Lin; Bray, David; Eitel-Porter, Ray; Chander, Divya; Doyle, Evelyn
- Brossura
Da: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contatta il venditoreVenditore con 5 stelleCondizione: Usato - Come nuovo
EUR 12,91
EUR 2,26 spedizioneSpedito in U.S.A.Quantità: Più di 20 disponibili
Condizione: As New. Unread book in perfect condition.

Ethics at Work: Dilemmas of the Near Future and How Your Organization Can Solve Them
Østergaard, Kris; Jasanoff, Sheila; Gladstein, Alex; Pawlak, Laila; Quihuis, Margarita; Fung, Mei Lin; Bray, David; Eitel-Porter, Ray; Chander, Divya; Doyle, Evelyn
- Brossura
Da: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 13,53
EUR 2,26 spedizioneSpedito in U.S.A.Quantità: Più di 20 disponibili
Condizione: New.

Ethics at Work: Dilemmas of the Near Future and How Your Organization Can Solve Them
Østergaard, Kris; Jasanoff, Sheila; Gladstein, Alex; Pawlak, Laila; Quihuis, Margarita; Fung, Mei Lin; Bray, David; Eitel-Porter, Ray; Chander, Divya; Doyle, Evelyn
- Brossura
Da: California Books, Miami, FL, U.S.A.California Books
Contatta il venditoreVenditore con 4 stelleCondizione: Nuovo
EUR 15,87
Spedizione gratuitaSpedito in U.S.A.Quantità: Più di 20 disponibili
Condizione: New.

- Rilegato
Da: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contatta il venditoreVenditore con 5 stelleCondizione: Usato - Come nuovo
EUR 24,23
EUR 2,26 spedizioneSpedito in U.S.A.Quantità: 9 disponibili
Condizione: As New. Unread book in perfect condition.

- Rilegato
Da: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 24,69
EUR 2,26 spedizioneSpedito in U.S.A.Quantità: 9 disponibili
Condizione: New.

- Rilegato
Da: Grand Eagle Retail, Bensenville, IL, U.S.A.Grand Eagle Retail
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 27,03
Spedizione gratuitaSpedito in U.S.A.Quantità: 1 disponibili
Hardcover. Condizione: new. Hardcover. * SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026*Responsible AI isnt just a technical challenge its a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how. Reid Hoffman, co-founder of LinkedIn…and bestselling author of Superagency: What Could Possibly Go Right with Our AI FutureGrounded, up-to-date, thorough, actionable you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful. Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AIs power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: The process of defining AI principles and policies Recognizing and assessing risks Approaches for developing safeguards Selecting the right technical tools and training Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organizations approach, this book is your essential guide to seizing the opportunity and avoiding the pitfalls of AI systems. At a time of rapid change, this is an examination of the safe and ethical use of AI which complies with forthcoming regulations in the UK, Europe and the US. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.

- Rilegato
Da: Rarewaves USA, HEBRON, KY, U.S.A.Rarewaves USA
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 29,62
Spedizione gratuitaSpedito in U.S.A.Quantità: 13 disponibili
Hardback. Condizione: New. * SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026*'Responsible AI isn't just a technical challenge - it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedIn and be…stselling author of Superagency: What Could Possibly Go Right with Our AI Future'Grounded, up-to-date, thorough, actionable - you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: · The process of defining AI principles and policies · Recognizing and assessing risks · Approaches for developing safeguards · Selecting the right technical tools and training · Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity - and avoiding the pitfalls - of AI systems.

Ethics at Work: Dilemmas of the Near Future and How Your Organization Can Solve Them
Østergaard, Kris; Jasanoff, Sheila; Gladstein, Alex; Pawlak, Laila; Quihuis, Margarita; Fung, Mei Lin; Bray, David; Eitel-Porter, Ray; Chander, Divya; Doyle, Evelyn
- Brossura
Da: Ria Christie Collections, Uxbridge, Regno UnitoRia Christie Collections
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 16,74
EUR 13,98 spedizioneSpedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
Condizione: New. In.

- Rilegato
Da: PBShop.store US, Wood Dale, IL, U.S.A.PBShop.store US
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 31,72
Spedizione gratuitaSpedito in U.S.A.Quantità: 5 disponibili
HRD. Condizione: New. New Book. Shipped from UK. Established seller since 2000.

- Rilegato
Da: Rarewaves.com USA, London, LONDO, Regno UnitoRarewaves.com USA
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 32,71
Spedizione gratuitaSpedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
Hardback. Condizione: New. * SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026*'Responsible AI isn't just a technical challenge - it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedIn and be…stselling author of Superagency: What Could Possibly Go Right with Our AI Future'Grounded, up-to-date, thorough, actionable - you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: · The process of defining AI principles and policies · Recognizing and assessing risks · Approaches for developing safeguards · Selecting the right technical tools and training · Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity - and avoiding the pitfalls - of AI systems.

Ethics at Work: Dilemmas of the Near Future and How Your Organization Can Solve Them
Østergaard, Kris; Jasanoff, Sheila; Gladstein, Alex; Pawlak, Laila; Quihuis, Margarita; Fung, Mei Lin; Bray, David; Eitel-Porter, Ray; Chander, Divya; Doyle, Evelyn
- Brossura
Da: GreatBookPricesUK, Woodford Green, Regno UnitoGreatBookPricesUK
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 15,30
EUR 17,51 spedizioneSpedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
Condizione: New.

- Rilegato
Da: PBShop.store UK, Fairford, GLOS, Regno UnitoPBShop.store UK
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 28,41
EUR 5,86 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 15 disponibili
HRD. Condizione: New. New Book. Shipped from UK. Established seller since 2000.

Ethics at Work: Dilemmas of the Near Future and How Your Organization Can Solve Them
Østergaard, Kris; Jasanoff, Sheila; Gladstein, Alex; Pawlak, Laila; Quihuis, Margarita; Fung, Mei Lin; Bray, David; Eitel-Porter, Ray; Chander, Divya; Doyle, Evelyn
- Brossura
Da: GreatBookPricesUK, Woodford Green, Regno UnitoGreatBookPricesUK
Contatta il venditoreVenditore con 5 stelleCondizione: Usato - Come nuovo
EUR 17,31
EUR 17,51 spedizioneSpedito da Regno Unito a U.S.A.Quantità: Più di 20 disponibili
Condizione: As New. Unread book in perfect condition.

- Rilegato
Da: Books Puddle, New York, NY, U.S.A.Books Puddle
Contatta il venditoreVenditore con 4 stelleCondizione: Nuovo
EUR 32,66
EUR 3,41 spedizioneSpedito in U.S.A.Quantità: 3 disponibili
Condizione: New.

- Rilegato
Da: Brook Bookstore On Demand, Napoli, NA, ItaliaBrook Bookstore On Demand
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 29,56
EUR 6,80 spedizioneSpedito da Italia a U.S.A.Quantità: 5 disponibili
Condizione: new.

- Rilegato
Da: Majestic Books, Hounslow, Regno UnitoMajestic Books
Contatta il venditoreVenditore con 4 stelleCondizione: Nuovo
EUR 30,35
EUR 7,59 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 3 disponibili
Condizione: New.

- Rilegato
Da: Kennys Bookshop and Art Galleries Ltd., Galway, GY, IrlandaKennys Bookshop and Art Galleries Ltd.
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 27,97
EUR 9,50 spedizioneSpedito da Irlanda a U.S.A.Quantità: Più di 20 disponibili
Condizione: New. 2025. hardcover. . . . . .

- Rilegato
Da: Kennys Bookstore, Olney, MD, U.S.A.Kennys Bookstore
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 32,96
EUR 8,99 spedizioneSpedito in U.S.A.Quantità: Più di 20 disponibili
Condizione: New. 2025. hardcover. . . . . . Books ship from the US and Ireland.

- Rilegato
Da: Ria Christie Collections, Uxbridge, Regno UnitoRia Christie Collections
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 30,70
EUR 13,98 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 16 disponibili
Condizione: New. In English.

- Rilegato
Da: GreatBookPricesUK, Woodford Green, Regno UnitoGreatBookPricesUK
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 28,40
EUR 17,51 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 5 disponibili
Condizione: New.

- Rilegato
Da: Revaluation Books, Exeter, Regno UnitoRevaluation Books
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 31,25
EUR 14,59 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 2 disponibili
Hardcover. Condizione: Brand New. 272 pages. 9.22x6.03x1.00 inches. In Stock.

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Da: THE SAINT BOOKSTORE, Southport, Regno UnitoTHE SAINT BOOKSTORE
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 28,41
EUR 17,73 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 18 disponibili
Hardback. Condizione: New. New copy - Usually dispatched within 4 working days.

- Brossura
Da: WorldofBooks, Goring-By-Sea, WS, Regno UnitoWorldofBooks
Contatta il venditoreVenditore con 5 stelleCondizione: Usato - Molto buono
EUR 42,08
EUR 6,54 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 1 disponibili
Paperback. Condizione: Very Good. The book has been read, but is in excellent condition. Pages are intact and not marred by notes or highlighting. The spine remains undamaged.

- Rilegato
Da: GreatBookPricesUK, Woodford Green, Regno UnitoGreatBookPricesUK
Contatta il venditoreVenditore con 5 stelleCondizione: Usato - Come nuovo
EUR 30,66
EUR 17,51 spedizioneSpedito da Regno Unito a U.S.A.Quantità: 5 disponibili
Condizione: As New. Unread book in perfect condition.

- Rilegato
Da: Biblios, frankfurt am main, HESSE, GermaniaBiblios
Contatta il venditoreVenditore con 4 stelleCondizione: Nuovo
EUR 38,74
EUR 9,95 spedizioneSpedito da Germania a U.S.A.Quantità: 3 disponibili
Condizione: New.

- Rilegato
Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermaniaBuchWeltWeit Ludwig Meier e.K.
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 31,50
EUR 23,00 spedizioneSpedito da Germania a U.S.A.Quantità: 1 disponibili
Buch. Condizione: Neu. Neuware -\* SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026\*'Responsible AI isn't just a technical challenge - it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedIn… and bestselling author of Superagency: What Could Possibly Go Right with Our AI Future'Grounded, up-to-date, thorough, actionable - you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: The process of defining AI principles and policies Recognizing and assessing risks Approaches for developing safeguards Selecting the right technical tools and training Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity - and avoiding the pitfalls - of AI systems. 272 pp. Englisch.

- Rilegato
Da: Rheinberg-Buch Andreas Meier eK, Bergisch Gladbach, GermaniaRheinberg-Buch Andreas Meier eK
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 31,50
EUR 23,00 spedizioneSpedito da Germania a U.S.A.Quantità: 1 disponibili
Buch. Condizione: Neu. Neuware -\* SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026\*'Responsible AI isn't just a technical challenge - it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedIn… and bestselling author of Superagency: What Could Possibly Go Right with Our AI Future'Grounded, up-to-date, thorough, actionable - you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: The process of defining AI principles and policies Recognizing and assessing risks Approaches for developing safeguards Selecting the right technical tools and training Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity - and avoiding the pitfalls - of AI systems. 272 pp. Englisch.

- Rilegato
Da: AHA-BUCH GmbH, Einbeck, GermaniaAHA-BUCH GmbH
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 25,00
EUR 30,50 spedizioneSpedito da Germania a U.S.A.Quantità: 2 disponibili
Buch. Condizione: Neu. Neuware - \* SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026\*'Responsible AI isn't just a technical challenge - it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedI…n and bestselling author of Superagency: What Could Possibly Go Right with Our AI Future'Grounded, up-to-date, thorough, actionable - you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: The process of defining AI principles and policies Recognizing and assessing risks Approaches for developing safeguards Selecting the right technical tools and training Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity - and avoiding the pitfalls - of AI systems.

- Rilegato
Da: Wegmann1855, Zwiesel, GermaniaWegmann1855
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 31,50
EUR 25,95 spedizioneSpedito da Germania a U.S.A.Quantità: 1 disponibili
Buch. Condizione: Neu. Neuware -\* SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026\*'Responsible AI isn't just a technical challenge - it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedIn… and bestselling author of Superagency: What Could Possibly Go Right with Our AI Future'Grounded, up-to-date, thorough, actionable - you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: The process of defining AI principles and policies Recognizing and assessing risks Approaches for developing safeguards Selecting the right technical tools and training Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity - and avoiding the pitfalls - of AI systems.

- Rilegato
Da: Rarewaves USA United, HEBRON, KY, U.S.A.Rarewaves USA United
Contatta il venditoreVenditore con 5 stelleCondizione: Nuovo
EUR 31,58
EUR 42,79 spedizioneSpedito in U.S.A.Quantità: 13 disponibili
Hardback. Condizione: New. * SHORTLISTED FOR THE BUSINESS BOOK AWARDS 2026*'Responsible AI isn't just a technical challenge - it's a leadership imperative. This book offers essential guidance for anyone navigating the promise of deploying AI at scale. Read this book to understand how.' Reid Hoffman, co-founder of LinkedIn and be…stselling author of Superagency: What Could Possibly Go Right with Our AI Future'Grounded, up-to-date, thorough, actionable - you could read this book, or you could pay consultants gazillions of dollars to tell you something less useful.' Stuart Russell OBE, Professor of Computer Science, University of California, BerkeleyGoverning the Machine is the essential guide to harnessing the transformative potential of AI, while navigating and mitigating its inherent risks. Despite AI's power to innovate daily life and revolutionize organizations, public trust in AI is low. For companies to take full advantage of AI, it is vital that they adopt and communicate a responsible approach in order to build consumer, employee and investor confidence. Governing the Machine provides business leaders with a practical and flexible framework for building comprehensive and robust AI governance. It empowers organizations to reap the benefits, while ensuring that AI is trustworthy, sustainable and a source of opportunity and profit rather than liability and harm. Drawing on their vast experience advising leading global companies, the authors demystify: · The process of defining AI principles and policies · Recognizing and assessing risks · Approaches for developing safeguards · Selecting the right technical tools and training · Evolving global AI regulations, laws and policies, including the EU AI Act and those in the US, UK and other key regions Whether you're just beginning your AI journey or assessing your organization's approach, this book is your essential guide to seizing the opportunity - and avoiding the pitfalls - of AI systems.