Life-Coherent Transition: A Maturana-Informed Stakeholder Engagement Framework | ChatGPT-5.5 Thinking and NotebookLM

This academic white paper, Life-Coherent Transition: A Maturana-Informed Stakeholder Engagement Framework, develops a methodological bridge between the technical precision of life-coherent frameworks and the lived realities of stakeholders who must participate in bringing such frameworks into being. It argues that life-coherent transformation cannot be implemented through information transfer, policy instruction, expert persuasion, or dashboard reporting alone. Drawing on Humberto Maturana’s biology of cognition, the paper begins from the insight that living systems are structurally determined and structurally coupled: information, evidence, and policy frameworks can perturb stakeholders, but they cannot determine their responses.

This has profound implications for nation-building, public finance, health, education, food systems, climate adaptation, water governance, regenerative tourism, AI ethics, spiritual renewal, and other life-grounded fields of inquiry. A life-coherent transition must therefore move from “buy-in” to co-ownership. Stakeholders cannot be treated as passive recipients of a completed framework. They must be approached as legitimate worlds of conserved concerns, relational histories, institutional pressures, emotional orientations, and practical constraints.

The paper proposes a relational praxis for moving from precise distinctions to lived transformation. This praxis combines life-ground, life-capital, civil commons, mis-nesting, re-nesting, life-capital budgeting, dashboarding, and the Life-Capital Test with stakeholder-specific translation, recurrent conversation, emotional dignity, visible pilots, shared measurement, adaptive learning, and institutional guardrails. Its aim is to preserve conceptual rigor while preventing technocratic imposition, rhetorical dilution, political capture, or free-floating abstraction.

The central thesis is that life-coherent transition requires both the precision of right distinction and the humility of right relation. Without right distinction, transition dissolves into vague aspiration. Without right relation, it hardens into expert control. A more beautiful life-coherent world is not imposed from above; it is brought forth through structural coupling, relational praxis, co-participation, co-ownership, and shared responsibility for the life-ground that makes all flourishing possible.

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