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Synopsis
Beyond Algorithms: Reframing AI as Intellectual Capital for Human Flourishing offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress. By situating AI as capital within the broader view of capital development, the book offers a balanced perspective that avoids narratives that depict technology as either a savior or a threat.
Building on theories of capital, institutional economics, education research, and current AI research, the book introduces a six-capital framework: human, intellectual, structural, physical, financial, and ethical capital. This framework clarifies how AI transforms both profit-oriented and mission-driven organizations, where concepts such as productivity, accountability, and legitimacy are understood differently. The book explains why initial AI implementations often led to misalignment, risks, and vulnerabilities, and emphasizes that ethical capital, governance, and boundary-setting are vital for aligning AI with institutional goals. It offers practical guidance on aligning capital, AI governance, measurement, and decision-making. Additionally, Beyond Algorithms provides tools for assessing AI investments and organizational readiness in market and public-interest settings.
This book is intended for scholars, social scientists, advanced students, policymakers, technology practitioners, and business, education, government, and civil society leaders who seek a rigorous, accessible approach to AI that prioritizes human development, institutional integrity, and long-term value creation over short-term optimization.
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About the Author
Roderic Hewlett is an economist and former professor with international experience in business, finance, and education. His work examines how capital theory, technology, economics, ethics, and knowledge underpin human and social progress, and how AI influences institutions, governance, and human well-being.
From the Back Cover
The book offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress.
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Hardcover. Condition: new. Hardcover. Beyond Algorithms: Reframing AI as Intellectual Capital for Human Flourishing offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress. By situating AI as capital within the broader view of capital development, the book offers a balanced perspective that avoids narratives that depict technology as either a savior or a threat.Building on theories of capital, institutional economics, education research, and current AI research, the book introduces a six-capital framework: human, intellectual, structural, physical, financial, and ethical capital. This framework clarifies how AI transforms both profit-oriented and mission-driven organizations, where concepts such as productivity, accountability, and legitimacy are understood differently. The book explains why initial AI implementations often led to misalignment, risks, and vulnerabilities, and emphasizes that ethical capital, governance, and boundary-setting are vital for aligning AI with institutional goals. It offers practical guidance on aligning capital, AI governance, measurement, and decision-making. Additionally, Beyond Algorithms provides tools for assessing AI investments and organizational readiness in market and public-interest settings.This book is intended for scholars, social scientists, advanced students, policymakers, technology practitioners, and business, education, government, and civil society leaders who seek a rigorous, accessible approach to AI that prioritizes human development, institutional integrity, and long-term value creation over short-term optimization. The book offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Seller Inventory # 9781041248873
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Beyond Algorithms (Hardcover)
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Hardcover. Condition: new. Hardcover. Beyond Algorithms: Reframing AI as Intellectual Capital for Human Flourishing offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress. By situating AI as capital within the broader view of capital development, the book offers a balanced perspective that avoids narratives that depict technology as either a savior or a threat.Building on theories of capital, institutional economics, education research, and current AI research, the book introduces a six-capital framework: human, intellectual, structural, physical, financial, and ethical capital. This framework clarifies how AI transforms both profit-oriented and mission-driven organizations, where concepts such as productivity, accountability, and legitimacy are understood differently. The book explains why initial AI implementations often led to misalignment, risks, and vulnerabilities, and emphasizes that ethical capital, governance, and boundary-setting are vital for aligning AI with institutional goals. It offers practical guidance on aligning capital, AI governance, measurement, and decision-making. Additionally, Beyond Algorithms provides tools for assessing AI investments and organizational readiness in market and public-interest settings.This book is intended for scholars, social scientists, advanced students, policymakers, technology practitioners, and business, education, government, and civil society leaders who seek a rigorous, accessible approach to AI that prioritizes human development, institutional integrity, and long-term value creation over short-term optimization. The book offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress. This item is printed on demand. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability. Seller Inventory # 9781041248873
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Beyond Algorithms (Hardcover)
Published by
Taylor & Francis Ltd, London, 2026
ISBN 10: 1041248873
ISBN 13: 9781041248873
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Hardcover. Condition: new. Hardcover. Beyond Algorithms: Reframing AI as Intellectual Capital for Human Flourishing offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress. By situating AI as capital within the broader view of capital development, the book offers a balanced perspective that avoids narratives that depict technology as either a savior or a threat.Building on theories of capital, institutional economics, education research, and current AI research, the book introduces a six-capital framework: human, intellectual, structural, physical, financial, and ethical capital. This framework clarifies how AI transforms both profit-oriented and mission-driven organizations, where concepts such as productivity, accountability, and legitimacy are understood differently. The book explains why initial AI implementations often led to misalignment, risks, and vulnerabilities, and emphasizes that ethical capital, governance, and boundary-setting are vital for aligning AI with institutional goals. It offers practical guidance on aligning capital, AI governance, measurement, and decision-making. Additionally, Beyond Algorithms provides tools for assessing AI investments and organizational readiness in market and public-interest settings.This book is intended for scholars, social scientists, advanced students, policymakers, technology practitioners, and business, education, government, and civil society leaders who seek a rigorous, accessible approach to AI that prioritizes human development, institutional integrity, and long-term value creation over short-term optimization. The book offers a clear, timely framework for viewing and analyzing AI as intellectual capital rather than as autonomous intelligence. AI is presented as a tool that helps organize, expand, and apply knowledge to support human decision-making, improve institutional effectiveness, and promote social progress. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Seller Inventory # 9781041248873
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