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Machinic Life-Experience Ecosystems

Machinic Life-Experience Ecosystems Complex Transformations of Intelligence

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Contemporary Systems Thinking

Machinic Life-Experience Ecosystems

Complex Transformations of Intelligence

Kerimcan Ozcan | Venkat Ramaswamy

Computers / Artificial Intelligence / General

Machinic Life-Experience Ecosystems presents a new theory of how intelligence emerges, evolves, and can be governed in an age of human-AI entanglement. Rather than treating intelligence as the property of models, organizations, or technologies alone, the book introduces the Machinic Life-Experience Ecosystem (MLXE) as the fundamental unit of co-intelligent transformation—where human experience, machinic capabilities, organizational processes, and institutions continuously shape one another.

Drawing on Dynamic Relationality Theory together with assemblage theory, category theory, sheaf theory, and gauge theory, the authors develop a rigorous framework for understanding how intelligence becomes consequential through relationships. Intelligence is reframed not as computational capability alone, but as a dynamic quality of coupled systems that must remain adaptive, justifiable, legitimate, contestable, and repairable as they evolve.

The book develops the conceptual and operational foundations of co-intelligence through four interconnected domains—Life Territories, Ecosystem Flows, Experience Universes, and Machinic Trajectories—and introduces a comprehensive architecture for governing complex intelligence systems, including Tokenized Dynamic Intelligence (TDI), Global Super-Intelligence (GSI) as repairable polycentric coherence, the REAL governance framework, scenario runs, obstruction diagnosis, metric deformation tests, and the MLXE Operating System. These provide researchers and practitioners with new ways to understand, evaluate, and steward intelligence as it circulates across people, organizations, AI systems, and society.

As the capstone volume of the Dynamic Relationality Theory trilogy, Machinic Life-Experience Ecosystems establishes the standards layer of co-intelligence. It offers scholars, executives, policymakers, and systems designers a foundational framework for building intelligent ecosystems that create value while remaining coherent, accountable, contestable, and capable of continual learning and repair.

Dr. Kerimcan Ozcan is Associate Professor of Marketing at the School of Business and Global Innovation, Marywood University (Scranton, USA). His research focuses on co-creation, interactive platforms, digitalization, AI-enabled transformation, branding, customer service, and industrial/B2B marketing. He is co-author, with Venkat Ramaswamy, of The Co-Creation Paradigm (Stanford University Press, 2014), and co-author, with Venkat Ramaswamy and Krishnan Narayanan, of Co-Creating the Future with AI (Palgrave Macmillan, 2026). He holds a Ph.D. in Marketing and an M.A. in Applied Economics from the University of Michigan, an M.S. in Management from Georgia Institute of Technology, and a B.S. in Electrical and Electronics Engineering from Boğaziçi University.

Dr. Venkat Ramaswamy is Professor of Marketing at the Ross School of Business, University of Michigan (Ann Arbor, USA). He is co-author, with C. K. Prahalad, of The Future of Competition (Harvard Business School Press, 2004), and co-author, with Francis Gouillart, of The Power of Co-Creation (Free Press, 2010). He is also co-author, with Kerimcan Ozcan, of The Co-Creation Paradigm (Stanford University Press, 2014); co-author with Krishnan Narayanan, of The Co-Intelligence Revolution (Penguin Random House, 2025); and co-author, with Kerimcan Ozcan and Krishnan Narayanan, of Co-Creating the Future with AI (Palgrave Macmillan, 2026). He holds a Ph.D. in Marketing from the Wharton School of the University of Pennsylvania and a B.Tech. in Mechanical Engineering from the Indian Institute of Technology.

Drs. Ozcan and Ramaswamy are also co-authors of Dynamic Relationality Theory of Creative Transformation (Elsevier, 2024) and Creative Transformation of Organizational Ecosystems (De Gruyter, 2025).


Publication Date: 11 February 2027
Publisher: Springer Nature Switzerland
Imprint: Springer
ISBN-13: 9783032350923
Format: Hardback

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