Generative Science Manifesto: From Structural Knowledge to Generative Participation Toward a Post-Publication Scientific Paradigm

Science is entering a structural saturation era. As artificial intelligence increasingly automates the production of scientific outputs, the traditional value of publications as the primary unit of science is being fundamentally challenged. This paper proposes that the next evolution of science may not concern new discoveries, but a transformation in how knowledge itself is understood. From knowledge as accumulated structure to knowledge as sustained generativity. This work introduces the concept of Generative Science as a possible foundation for post-AI scientific civilization.

Highlights

• Proposes a new scientific paradigm: Generative Science, shifting the focus from publications to generative research trajectories.

• Introduces a UPCT-based reinterpretation of scientific activity as a generative cycle (Φ → G → S → Φ′).

• Explains why AI development may reduce the epistemic value of structural knowledge production while increasing the importance of generativity.

• Identifies open repositories such as Zenodo as early infrastructure for process-based science.

• Suggests that the next scientific revolution may be ontological: redefining knowledge from structure to generative participation.

Overview

Modern science has been built upon the stabilization of knowledge into structured outputs such as journal publications. This structural paradigm enabled cumulative progress, reproducibility, and institutional validation. However, it also created a hidden constraint: the generative processes that produce scientific insight have become largely invisible within evaluation systems focused on finalized outputs.

This paper argues that science may now be approaching a structural saturation point. As artificial intelligence increasingly automates structural research functions—paper writing, literature review, and evaluation—the scarcity that once justified structural metrics is disappearing. As a result, the true differentiator of scientific contribution may shift toward generative capacity.

Using the Universal Phase Crystallization Theory (UPCT), scientific activity is reinterpreted as a generative cycle:

Φ → G → S → Φ′

where Φ represents generative potential, G relational interaction, and S structural stabilization. Within this framework, modern publication systems may be understood as structural optimization systems that risk suppressing generative exploration when overemphasized.

This work proposes the concept of Generative Science as a complementary paradigm to structural science. In this model, scientific value increasingly lies in sustaining knowledge evolution rather than merely producing stabilized outputs. Open research infrastructures such as Zenodo and arXiv are interpreted as early manifestations of this transition, enabling research to be recorded as evolving trajectories rather than isolated products.

The paper concludes that the next transformation of science may not be technological but ontological: a shift from viewing knowledge as accumulated structure toward understanding knowledge as sustained generative participation. Such a transition may redefine the identity of the researcher, the meaning of expertise, and the future architecture of scientific institutions.

Author’s Related Works 

UPCT Foundational Theoretical Works

Ohumi, K. (2026). Universal Phase Crystallization Theory (UPCT): A Generative Relational Ontology of Existence, Stability, and Emergence.https://doi.org/10.5281/zenodo.19065461

Ohumi, K. (2026). Universal Phase Crystallization Theory (UPCT): A Unified Generative Theory of Time, Life, and Civilization.
https://doi.org/10.5281/zenodo.18653237

Ohumi, K. (2026). Universal Phase Crystallization Theory (UPCT) Phase I: A Unified Resolution of Quantum Paradoxes via Temporal Sampling.
https://doi.org/10.5281/zenodo.18230537

Ohumi, K. (2026). Universal Phase Crystallization Theory (UPCT) Phase II: A Phase Transition Law for Generative Systems under Measurement Optimization.
https://doi.org/10.5281/zenodo.18408708

Ohumi, K. (2026). Universal Phase-Crystallization Theory (UPCT) I: Generative Time and Relational Space.
https://doi.org/10.5281/zenodo.18979001

Ohumi, K. (2026). From Machine Civilization to Generative Civilization: Universal Phase-Crystallization Theory and the Generative Structure of Reality.
https://doi.org/10.5281/zenodo.18935934

Ohumi, K. (2026). UPCT Existential Core: A Generative Ontology for Post-Functional Civilization. https://doi.org/10.5281/zenodo.19146516

UPCT Ontology and Civilizational Philosophy

Ohumi, K. (2026). Existence as Generativity: Desire, Structure, and the Dynamics of Civilizational Transition in Universal Phase Crystallization Theory. https://doi.org/10.5281/zenodo.19198157

Ohumi, K. (2026). From Having to Being: Toward a Generativity-Centered Ontology in the Age of Artificial Intelligence.
https://doi.org/10.5281/zenodo.18829129

Ohumi, K. (2026). The Declaration of Life-OS: An Ontological Turn Toward a Generative Civilizational Spiral.
https://doi.org/10.5281/zenodo.18645582

Ohumi, K. (2026). From Proof to Resonance: A Φ-Ontology of Existence, Labor, Education, and Economic Life.
https://doi.org/10.5281/zenodo.18515955

Ohumi, K. (2026). Returning to the Source of Philosophy: Affirmation of Life as the Life-OS and a Radical Point of Departure.
https://doi.org/10.5281/zenodo.18529485

Ohumi, K. (2026). Dialectics as a Relational Logic of Life: From Linear Ascent to Spiral Circulation.
https://doi.org/10.5281/zenodo.18522371

Ohumi, K. (2026). Does Color Exist? Overcoming the Ontological-Epistemological Confusion Through Generative Phase Transition: An Application of Universal Phase Crystallization Theory (UPCT). https://doi.org/10.5281/zenodo.19105125

Ohumi, K. (2026).  From Color to Sound: Human Cognitive Limits Between Ontology and epistemology and the Generative Resolution of UPCT. https://doi.org/10.5281/zenodo.19110346

Ohumi, K. (2026). Toward a Generative Theory of Human Motivation: Participation, Existence, and the Fundamental Drive. https://doi.org/10.5281/zenodo.19286911

Ohumi, K. (2026). What is Desire? The Transition from the "Machine OS" to the "Life OS" in the History of Human Thought. https://doi.org/10.5281/zenodo.19327281

Ohumi, K. (2026). The Ontology of Resonance Beyond Generative Supremacy: The First Principle of "Existence = Generation = Resonance" and the Mandalic Hierarchy of the Life OS. https://doi.org/10.5281/zenodo.19334259

UPCT Science and Physics Foundations

Ohumi, K. (2025). A Sampling-Theoretic Reinterpretation of Quantum Uncertainty and Wave Function Collapse.
https://doi.org/10.5281/zenodo.18004579

Ohumi, K. (2025). Observation as Operational Crystallization: Resolving Quantum Paradoxes.
https://doi.org/10.5281/zenodo.18220191

Ohumi, K. (2025). Dark Energy as a Diffusive Phase of a Relational Universe.
https://doi.org/10.5281/zenodo.18081786

Ohumi, K. (2025). It from Wave: Phase Propagation as Physical Basis of Information.
https://doi.org/10.5281/zenodo.18256968

Ohumi, K. (2025). Ontological Reconstruction of Quasi-Particles.
https://doi.org/10.5281/zenodo.18140041

Ohumi, K. (2025). Envelopment over Unification: Recovering Einstein’s Dream.
https://doi.org/10.5281/zenodo.18244683

Ohumi, K. (2026). The Ten Unresolved Problems of Modern Physics Reinterpreted Through UPCT Toward a Generative Ontology of Physical Reality. https://doi.org/10.5281/zenodo.19243422

Ohumi, K. (2026). The Generative Origin of Time A UPCT Resolution of the Problem of Time. https://doi.org/10.5281/zenodo.19360863

UPCT Economics, Governance, and Society

Ohumi, K. (2026). Foundational Principles of Resonance Economics.
https://doi.org/10.5281/zenodo.18500861

Ohumi, K. (2025). The WGS Model: The Implementation of Generative Governance.
https://doi.org/10.5281/zenodo.18308450

Ohumi, K. (2025). Resonant Management.
https://doi.org/10.5281/zenodo.18162380

Ohumi, K. (2025). Resonant Politics.
https://doi.org/10.5281/zenodo.18180888

Ohumi, K. (2025). The KPI Trap: Over-Optimization and Meaning Collapse.
https://doi.org/10.5281/zenodo.18264106

UPCT Civilization and Crisis Analysis

Ohumi, K. (2026). Civilization After the Loss of Foundations.
https://doi.org/10.5281/zenodo.18722641

Ohumi, K. (2026). The Zeno Civilization: Financial Markets, Algorithmic Saturation, and the Φ–G–S Spiral of Value.
https://doi.org/10.5281/zenodo.18862821

Ohumi, K. (2026). Population Decline as Ontological Consequence.
https://doi.org/10.5281/zenodo.18801947

Ohumi, K. (2026). The Φ-Depletion Society.
https://doi.org/10.5281/zenodo.18900778

Ohumi, K. (2026). At the Crossroads of a Generative-Depletion Civilization.
https://doi.org/10.5281/zenodo.18908988

Ohumi, K. (2026). Brexit, Migration, and Civilizational Divergence.
https://doi.org/10.5281/zenodo.19042351

Ohumi, K. (2026). The Foundations of Generative Science and the Life OS: A Paradigm Shift from Explanatory Knowledge to Participatory Wisdom. https://doi.org/10.5281/zenodo.19268705

UPCT Value Theory and Ethics

Ohumi, K. (2025). Manifesto of the Life OS: The "It from Wave" Philosophy.
https://doi.org/10.5281/zenodo.18106437

Ohumi, K. (2025). Envelopment Ethics: Generativity-First Inclusion.
https://doi.org/10.5281/zenodo.18256968

Ohumi, K. (2025). Envelopment Integration: Reuniting Ethics, Well-Being, and Value.
https://doi.org/10.5281/zenodo.18332397

Ohumi, K. (2026). Beyond Success and Chance.
https://doi.org/10.5281/zenodo.18757361

Ohumi, K. (2026). When Values Crystallize.
https://doi.org/10.5281/zenodo.18795785