Author: Adina Tarry
Publisher: Routledge
ISBN: 0429837046
Category : Psychology
Languages : en
Pages : 218
Book Description
Coaching with Careers and AI in Mind presents an integrated overview of life and career options for individuals caught in the transition to a new world of work - impacted by the fourth digital revolution - and the tension this creates. The book synthesises extensive career coaching experience, relevant models, scientific thinking, practical tips and research-based information about the future of work in a digital world. This is followed by a positive message and call to action, to build a strong personal core as a point of reference that enables change and flexible adaptation, to meet the future with hope and a better chance for success.
Coaching with Careers and AI in Mind
Author: Adina Tarry
Publisher: Routledge
ISBN: 0429837046
Category : Psychology
Languages : en
Pages : 218
Book Description
Coaching with Careers and AI in Mind presents an integrated overview of life and career options for individuals caught in the transition to a new world of work - impacted by the fourth digital revolution - and the tension this creates. The book synthesises extensive career coaching experience, relevant models, scientific thinking, practical tips and research-based information about the future of work in a digital world. This is followed by a positive message and call to action, to build a strong personal core as a point of reference that enables change and flexible adaptation, to meet the future with hope and a better chance for success.
Publisher: Routledge
ISBN: 0429837046
Category : Psychology
Languages : en
Pages : 218
Book Description
Coaching with Careers and AI in Mind presents an integrated overview of life and career options for individuals caught in the transition to a new world of work - impacted by the fourth digital revolution - and the tension this creates. The book synthesises extensive career coaching experience, relevant models, scientific thinking, practical tips and research-based information about the future of work in a digital world. This is followed by a positive message and call to action, to build a strong personal core as a point of reference that enables change and flexible adaptation, to meet the future with hope and a better chance for success.
Design Thinking for Smaller Enterprise Development
Author: Adina Tarry
Publisher: Routledge
ISBN: 1000707067
Category : Business & Economics
Languages : en
Pages : 118
Book Description
Design Thinking for Smaller Enterprise Development captures the zeitgeist and concerns of the new Millennium and offers a fresh view on how business can be successful by benefiting the wider society it should serve. It also highlights the systemic negative impact of a consumption and profit-focussed economy and introduces an original model – SOCIETALByDesignTM – as a constructive alternative to relentless resource depletion, through an agile, adaptive, and respectful enterprise, which protects nature and civilisation and embraces a balanced and holistic purpose to serve people, planet and a positive legacy, as the heart of its very reason of being. The original SOCIETALByDesignTM model positions purpose, principles, framework and current techniques for a modern business to utilise and holistically integrate benefits for employees, society and environment thought its products and services. The SOCIETALByDesignTM model links purpose and business and synthesises an operating model that can be adopted, adapted and applied by any enterprise wishing to focus on shared prosperity and the good of people and planet instead of profit at any price. The book is intended for business practitioners such as business founders and owners, angel investors, entrepreneurs, portfolio managers of investment funds, managers and leaders of companies large and small. It is also helpful for external business and organisation development consultants, mentors, coaches and specialists who provide services and expertise to enterprises design, change and optimisation. Because the book provides a practitioner’s perspective on business, it can also be useful to students, lecturers and academics.
Publisher: Routledge
ISBN: 1000707067
Category : Business & Economics
Languages : en
Pages : 118
Book Description
Design Thinking for Smaller Enterprise Development captures the zeitgeist and concerns of the new Millennium and offers a fresh view on how business can be successful by benefiting the wider society it should serve. It also highlights the systemic negative impact of a consumption and profit-focussed economy and introduces an original model – SOCIETALByDesignTM – as a constructive alternative to relentless resource depletion, through an agile, adaptive, and respectful enterprise, which protects nature and civilisation and embraces a balanced and holistic purpose to serve people, planet and a positive legacy, as the heart of its very reason of being. The original SOCIETALByDesignTM model positions purpose, principles, framework and current techniques for a modern business to utilise and holistically integrate benefits for employees, society and environment thought its products and services. The SOCIETALByDesignTM model links purpose and business and synthesises an operating model that can be adopted, adapted and applied by any enterprise wishing to focus on shared prosperity and the good of people and planet instead of profit at any price. The book is intended for business practitioners such as business founders and owners, angel investors, entrepreneurs, portfolio managers of investment funds, managers and leaders of companies large and small. It is also helpful for external business and organisation development consultants, mentors, coaches and specialists who provide services and expertise to enterprises design, change and optimisation. Because the book provides a practitioner’s perspective on business, it can also be useful to students, lecturers and academics.
Artificial Intelligence in Behavioral and Mental Health Care
Author: David D. Luxton
Publisher: Academic Press
ISBN: 0128007923
Category : Psychology
Languages : en
Pages : 309
Book Description
Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. Each chapter provides a technical description of the advance, review of application in clinical practice, and empirical data on clinical efficacy. In addition, each chapter includes a discussion of practical issues in clinical settings, ethical considerations, and limitations of use. The book encompasses AI based advances in decision-making, in assessment and treatment, in providing education to clients, robot assisted task completion, and the use of AI for research and data gathering. This book will be of use to mental health practitioners interested in learning about, or incorporating AI advances into their practice and for researchers interested in a comprehensive review of these advances in one source. - Summarizes AI advances for use in mental health practice - Includes advances in AI based decision-making and consultation - Describes AI applications for assessment and treatment - Details AI advances in robots for clinical settings - Provides empirical data on clinical efficacy - Explores practical issues of use in clinical settings
Publisher: Academic Press
ISBN: 0128007923
Category : Psychology
Languages : en
Pages : 309
Book Description
Artificial Intelligence in Behavioral and Mental Health Care summarizes recent advances in artificial intelligence as it applies to mental health clinical practice. Each chapter provides a technical description of the advance, review of application in clinical practice, and empirical data on clinical efficacy. In addition, each chapter includes a discussion of practical issues in clinical settings, ethical considerations, and limitations of use. The book encompasses AI based advances in decision-making, in assessment and treatment, in providing education to clients, robot assisted task completion, and the use of AI for research and data gathering. This book will be of use to mental health practitioners interested in learning about, or incorporating AI advances into their practice and for researchers interested in a comprehensive review of these advances in one source. - Summarizes AI advances for use in mental health practice - Includes advances in AI based decision-making and consultation - Describes AI applications for assessment and treatment - Details AI advances in robots for clinical settings - Provides empirical data on clinical efficacy - Explores practical issues of use in clinical settings
Artificial Intelligence for Managers
Author: Malay A. Upadhyay
Publisher: BPB Publications
ISBN: 9389898382
Category : Computers
Languages : en
Pages : 162
Book Description
Understand how to adopt and implement AI in your organization Key Features _ 7 Principles of an AI Journey _ The TUSCANE Approach to Become Data Ready _ The FAB-4 Model to Choose the Right AI Solution _ Major AI Techniques & their Applications: - CART & Ensemble Learning - Clustering, Association Rules & Search - Reinforcement Learning - Natural Language Processing - Image Recognition Description Most AI initiatives in organizations fail today not because of a lack of good AI solutions, but because of a lack of understanding of AI among its end users, decision makers and investors. Today, organizations need managers who can leverage AI to solve business problems and provide a competitive advantage. This book is designed to enable you to fill that need, and create an edge for your career. The chapters offer unique managerial frameworks to guide an organization's AI journey. The first section looks at what AI is; and how you can prepare for it, decide when to use it, and avoid pitfalls on the way. The second section dives into the different AI techniques and shows you where to apply them in business. The final section then prepares you from a strategic AI leadership perspective to lead the future of organizations. By the end of the book, you will be ready to offer any organization the capability to use AI successfully and responsibly - a need that is fast becoming a necessity. What will you learn _ Understand the major AI techniques & how they are used in business. _ Determine which AI technique(s) can solve your business problem. _ Decide whether to build or buy an AI solution. _ Estimate the financial value of an AI solution or company. _ Frame a robust policy to guide the responsible use of AI. Who this book is for This book is for Executives, Managers and Students on both Business and Technical teams who would like to use Artificial Intelligence effectively to solve business problems or get an edge in their careers. Table of Contents 1.Preface 2.Acknowledgement 3.About the Author 4.Section 1: Beginning an AI Journey a. AI Fundamentals b. 7 Principles of an AI Journey c. Getting Ready to Use AI 5.Section 2: Choosing the Right AI Techniques a. Inside the AI Laboratory b. How AI Predicts Values & Categories c. How AI Understands and Predicts Behaviors & Scenarios d. How AI Communicates & Learns from Mistakes e. How AI Starts to Think Like Humans 6.Section 3: Using AI Successfully & Responsibly a. AI Adoption & Valuation b. AI Strategy, Policy & Risk Management 7.Epilogue
Publisher: BPB Publications
ISBN: 9389898382
Category : Computers
Languages : en
Pages : 162
Book Description
Understand how to adopt and implement AI in your organization Key Features _ 7 Principles of an AI Journey _ The TUSCANE Approach to Become Data Ready _ The FAB-4 Model to Choose the Right AI Solution _ Major AI Techniques & their Applications: - CART & Ensemble Learning - Clustering, Association Rules & Search - Reinforcement Learning - Natural Language Processing - Image Recognition Description Most AI initiatives in organizations fail today not because of a lack of good AI solutions, but because of a lack of understanding of AI among its end users, decision makers and investors. Today, organizations need managers who can leverage AI to solve business problems and provide a competitive advantage. This book is designed to enable you to fill that need, and create an edge for your career. The chapters offer unique managerial frameworks to guide an organization's AI journey. The first section looks at what AI is; and how you can prepare for it, decide when to use it, and avoid pitfalls on the way. The second section dives into the different AI techniques and shows you where to apply them in business. The final section then prepares you from a strategic AI leadership perspective to lead the future of organizations. By the end of the book, you will be ready to offer any organization the capability to use AI successfully and responsibly - a need that is fast becoming a necessity. What will you learn _ Understand the major AI techniques & how they are used in business. _ Determine which AI technique(s) can solve your business problem. _ Decide whether to build or buy an AI solution. _ Estimate the financial value of an AI solution or company. _ Frame a robust policy to guide the responsible use of AI. Who this book is for This book is for Executives, Managers and Students on both Business and Technical teams who would like to use Artificial Intelligence effectively to solve business problems or get an edge in their careers. Table of Contents 1.Preface 2.Acknowledgement 3.About the Author 4.Section 1: Beginning an AI Journey a. AI Fundamentals b. 7 Principles of an AI Journey c. Getting Ready to Use AI 5.Section 2: Choosing the Right AI Techniques a. Inside the AI Laboratory b. How AI Predicts Values & Categories c. How AI Understands and Predicts Behaviors & Scenarios d. How AI Communicates & Learns from Mistakes e. How AI Starts to Think Like Humans 6.Section 3: Using AI Successfully & Responsibly a. AI Adoption & Valuation b. AI Strategy, Policy & Risk Management 7.Epilogue
Deep Learning for Coders with fastai and PyTorch
Author: Jeremy Howard
Publisher: O'Reilly Media
ISBN: 1492045497
Category : Computers
Languages : en
Pages : 624
Book Description
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
Publisher: O'Reilly Media
ISBN: 1492045497
Category : Computers
Languages : en
Pages : 624
Book Description
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
Possible Minds
Author: John Brockman
Publisher: Penguin
ISBN: 0525558004
Category : Computers
Languages : en
Pages : 322
Book Description
Science world luminary John Brockman assembles twenty-five of the most important scientific minds, people who have been thinking about the field artificial intelligence for most of their careers, for an unparalleled round-table examination about mind, thinking, intelligence and what it means to be human. "Artificial intelligence is today's story--the story behind all other stories. It is the Second Coming and the Apocalypse at the same time: Good AI versus evil AI." --John Brockman More than sixty years ago, mathematician-philosopher Norbert Wiener published a book on the place of machines in society that ended with a warning: "we shall never receive the right answers to our questions unless we ask the right questions.... The hour is very late, and the choice of good and evil knocks at our door." In the wake of advances in unsupervised, self-improving machine learning, a small but influential community of thinkers is considering Wiener's words again. In Possible Minds, John Brockman gathers their disparate visions of where AI might be taking us. The fruit of the long history of Brockman's profound engagement with the most important scientific minds who have been thinking about AI--from Alison Gopnik and David Deutsch to Frank Wilczek and Stephen Wolfram--Possible Minds is an ideal introduction to the landscape of crucial issues AI presents. The collision between opposing perspectives is salutary and exhilarating; some of these figures, such as computer scientist Stuart Russell, Skype co-founder Jaan Tallinn, and physicist Max Tegmark, are deeply concerned with the threat of AI, including the existential one, while others, notably robotics entrepreneur Rodney Brooks, philosopher Daniel Dennett, and bestselling author Steven Pinker, have a very different view. Serious, searching and authoritative, Possible Minds lays out the intellectual landscape of one of the most important topics of our time.
Publisher: Penguin
ISBN: 0525558004
Category : Computers
Languages : en
Pages : 322
Book Description
Science world luminary John Brockman assembles twenty-five of the most important scientific minds, people who have been thinking about the field artificial intelligence for most of their careers, for an unparalleled round-table examination about mind, thinking, intelligence and what it means to be human. "Artificial intelligence is today's story--the story behind all other stories. It is the Second Coming and the Apocalypse at the same time: Good AI versus evil AI." --John Brockman More than sixty years ago, mathematician-philosopher Norbert Wiener published a book on the place of machines in society that ended with a warning: "we shall never receive the right answers to our questions unless we ask the right questions.... The hour is very late, and the choice of good and evil knocks at our door." In the wake of advances in unsupervised, self-improving machine learning, a small but influential community of thinkers is considering Wiener's words again. In Possible Minds, John Brockman gathers their disparate visions of where AI might be taking us. The fruit of the long history of Brockman's profound engagement with the most important scientific minds who have been thinking about AI--from Alison Gopnik and David Deutsch to Frank Wilczek and Stephen Wolfram--Possible Minds is an ideal introduction to the landscape of crucial issues AI presents. The collision between opposing perspectives is salutary and exhilarating; some of these figures, such as computer scientist Stuart Russell, Skype co-founder Jaan Tallinn, and physicist Max Tegmark, are deeply concerned with the threat of AI, including the existential one, while others, notably robotics entrepreneur Rodney Brooks, philosopher Daniel Dennett, and bestselling author Steven Pinker, have a very different view. Serious, searching and authoritative, Possible Minds lays out the intellectual landscape of one of the most important topics of our time.
The Digital and AI Coaches' Handbook
Author: Jonathan Passmore
Publisher: Taylor & Francis
ISBN: 1040033377
Category : Business & Economics
Languages : en
Pages : 435
Book Description
This comprehensive practitioner guide supports coaches in developing their understanding of digital technologies and how to work in ever-changing digital environments, and shows coaches how to craft their own practices to take advantage of working online. The practice of coaching is undergoing significant change, with technology widely embedded and used in professional coaching services today. Coaching practitioners worldwide are adapting to digital environments, and a host of new technological tools have come into play, from the developments in virtual reality to AI-informed coaching, and from coaching bots to workplace apps. Edited by Jonathan Passmore, Sandra J. Diller, Sam Isaacson, and Maximilian Brantl, this third book in the acclaimed Coaches’ Handbook Series brings together internationally respected coaching experts and practitioners to share the most up-to-date know-how. The book takes you through key technical developments, the critical factors in making digital coaching successful, and how to build a coaching business using these technologies. The book also considers the impacts on the wider industry and concludes with a number of case studies of global coaching organisations and their experiences of using digital techniques, including CoachHub and EZRA. Aimed at coach practitioners, their supervisors, trainers, and student coaches on accreditation programmes or undertaking training for a certificate in coaching, this book showcases best practice, new ideas, and the science behind the digital revolution within coaching practice and the coaching industry.
Publisher: Taylor & Francis
ISBN: 1040033377
Category : Business & Economics
Languages : en
Pages : 435
Book Description
This comprehensive practitioner guide supports coaches in developing their understanding of digital technologies and how to work in ever-changing digital environments, and shows coaches how to craft their own practices to take advantage of working online. The practice of coaching is undergoing significant change, with technology widely embedded and used in professional coaching services today. Coaching practitioners worldwide are adapting to digital environments, and a host of new technological tools have come into play, from the developments in virtual reality to AI-informed coaching, and from coaching bots to workplace apps. Edited by Jonathan Passmore, Sandra J. Diller, Sam Isaacson, and Maximilian Brantl, this third book in the acclaimed Coaches’ Handbook Series brings together internationally respected coaching experts and practitioners to share the most up-to-date know-how. The book takes you through key technical developments, the critical factors in making digital coaching successful, and how to build a coaching business using these technologies. The book also considers the impacts on the wider industry and concludes with a number of case studies of global coaching organisations and their experiences of using digital techniques, including CoachHub and EZRA. Aimed at coach practitioners, their supervisors, trainers, and student coaches on accreditation programmes or undertaking training for a certificate in coaching, this book showcases best practice, new ideas, and the science behind the digital revolution within coaching practice and the coaching industry.
AI 2041
Author: Kai-Fu Lee
Publisher: Crown Currency
ISBN: 0593238311
Category : Social Science
Languages : en
Pages : 497
Book Description
How will AI change our world within twenty years? A pioneering technologist and acclaimed writer team up for a “dazzling” (The New York Times) look at the future that “brims with intriguing insights” (Financial Times). This edition includes a new foreword by Kai-Fu Lee. A BEST BOOK OF THE YEAR: The Wall Street Journal, The Washington Post, Financial Times Long before the advent of ChatGPT, Kai-Fu Lee and Chen Qiufan understood the enormous potential of artificial intelligence to transform our daily lives. But even as the world wakes up to the power of AI, many of us still fail to grasp the big picture. Chatbots and large language models are only the beginning. In this “inspired collaboration” (The Wall Street Journal), Lee and Chen join forces to imagine our world in 2041 and how it will be shaped by AI. In ten gripping, globe-spanning short stories and accompanying commentary, their book introduces readers to an array of eye-opening settings and characters grappling with the new abundance and potential harms of AI technologies like deep learning, mixed reality, robotics, artificial general intelligence, and autonomous weapons.
Publisher: Crown Currency
ISBN: 0593238311
Category : Social Science
Languages : en
Pages : 497
Book Description
How will AI change our world within twenty years? A pioneering technologist and acclaimed writer team up for a “dazzling” (The New York Times) look at the future that “brims with intriguing insights” (Financial Times). This edition includes a new foreword by Kai-Fu Lee. A BEST BOOK OF THE YEAR: The Wall Street Journal, The Washington Post, Financial Times Long before the advent of ChatGPT, Kai-Fu Lee and Chen Qiufan understood the enormous potential of artificial intelligence to transform our daily lives. But even as the world wakes up to the power of AI, many of us still fail to grasp the big picture. Chatbots and large language models are only the beginning. In this “inspired collaboration” (The Wall Street Journal), Lee and Chen join forces to imagine our world in 2041 and how it will be shaped by AI. In ten gripping, globe-spanning short stories and accompanying commentary, their book introduces readers to an array of eye-opening settings and characters grappling with the new abundance and potential harms of AI technologies like deep learning, mixed reality, robotics, artificial general intelligence, and autonomous weapons.
The Work of the Future
Author: David H. Autor
Publisher: MIT Press
ISBN: 0262367742
Category : Business & Economics
Languages : en
Pages : 189
Book Description
Why the United States lags behind other industrialized countries in sharing the benefits of innovation with workers and how we can remedy the problem. The United States has too many low-quality, low-wage jobs. Every country has its share, but those in the United States are especially poorly paid and often without benefits. Meanwhile, overall productivity increases steadily and new technology has transformed large parts of the economy, enhancing the skills and paychecks of higher paid knowledge workers. What’s wrong with this picture? Why have so many workers benefited so little from decades of growth? The Work of the Future shows that technology is neither the problem nor the solution. We can build better jobs if we create institutions that leverage technological innovation and also support workers though long cycles of technological transformation. Building on findings from the multiyear MIT Task Force on the Work of the Future, the book argues that we must foster institutional innovations that complement technological change. Skills programs that emphasize work-based and hybrid learning (in person and online), for example, empower workers to become and remain productive in a continuously evolving workplace. Industries fueled by new technology that augments workers can supply good jobs, and federal investment in R&D can help make these industries worker-friendly. We must act to ensure that the labor market of the future offers benefits, opportunity, and a measure of economic security to all.
Publisher: MIT Press
ISBN: 0262367742
Category : Business & Economics
Languages : en
Pages : 189
Book Description
Why the United States lags behind other industrialized countries in sharing the benefits of innovation with workers and how we can remedy the problem. The United States has too many low-quality, low-wage jobs. Every country has its share, but those in the United States are especially poorly paid and often without benefits. Meanwhile, overall productivity increases steadily and new technology has transformed large parts of the economy, enhancing the skills and paychecks of higher paid knowledge workers. What’s wrong with this picture? Why have so many workers benefited so little from decades of growth? The Work of the Future shows that technology is neither the problem nor the solution. We can build better jobs if we create institutions that leverage technological innovation and also support workers though long cycles of technological transformation. Building on findings from the multiyear MIT Task Force on the Work of the Future, the book argues that we must foster institutional innovations that complement technological change. Skills programs that emphasize work-based and hybrid learning (in person and online), for example, empower workers to become and remain productive in a continuously evolving workplace. Industries fueled by new technology that augments workers can supply good jobs, and federal investment in R&D can help make these industries worker-friendly. We must act to ensure that the labor market of the future offers benefits, opportunity, and a measure of economic security to all.
Artificial Intelligence
Author: Harvard Business Review
Publisher: HBR Insights
ISBN: 9781633697898
Category : Business & Economics
Languages : en
Pages : 160
Book Description
Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.
Publisher: HBR Insights
ISBN: 9781633697898
Category : Business & Economics
Languages : en
Pages : 160
Book Description
Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.