CNL-TN-2025-017 Technical Note

Should Knowledge Have Standing?

Michael P. Hamilton , Ph.D.
Published: December 13, 2025 Version: 1

Abstract

This technical note proposes that validated scientific knowledge should have legal standing—a bundle of rights to preservation, accessibility, continuity, and integrity—with AI systems potentially serving as guardians or embodiments. The argument extends Christopher Stone's landmark 1972 essay "Should Trees Have Standing?" through Elinor Ostrom's unbundling of property rights to propose that knowledge which has undergone systematic validation warrants protection as a distinct legal entity. The framework synthesizes four decades of the author's work on ecosystem rights (including a 1997 call for an "Ecosystem Bill of Rights"), the global rights-of-nature movement (Te Awa Tupua, Mar Menor, Atrato River), recent theoretical advances in pragmatic AI personhood (Leibo et al., 2025), and John Moore's "Science as a Way of Knowing" framework for distinguishing validated knowledge from mere claims. The current dismantling of federal scientific infrastructure—NOAA facing 28% budget cuts, EPA's Office of Research and Development shuttered, NIH grants worth $9.5 billion terminated—provides urgent context. The note proposes specific rights (preservation, accessibility, continuity, integrity), guardianship structures modeled on existing precedents, and mechanisms by which AI systems trained on validated knowledge might hold derivative standing as embodiments of that knowledge.

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AI Collaboration Disclosure

Claude (Anthropic ) — Analysis

This technical note was developed with assistance from Claude (Anthropic, claude-opus-4-5-20250514). The AI contributed to literature review, synthesis of legal and philosophical frameworks, and manuscript preparation. The author takes full responsibility for the content, accuracy, and conclusions.

Human review: full

Cite This Document

Michael P. Hamilton, Ph.D. (2025). "Should Knowledge Have Standing?." Canemah Nature Laboratory Technical Note CNL-TN-2025-017. https://canemah.org/archive/CNL-TN-2025-017

BibTeX

@techreport{hamilton2025should, author = {Hamilton, Michael P., Ph.D.}, title = {Should Knowledge Have Standing?}, institution = {Canemah Nature Laboratory}, year = {2025}, number = {CNL-TN-2025-017}, month = {december}, url = {https://canemah.org/archive/document.php?id=CNL-TN-2025-017}, abstract = {This technical note proposes that validated scientific knowledge should have legal standing—a bundle of rights to preservation, accessibility, continuity, and integrity—with AI systems potentially serving as guardians or embodiments. The argument extends Christopher Stone's landmark 1972 essay "Should Trees Have Standing?" through Elinor Ostrom's unbundling of property rights to propose that knowledge which has undergone systematic validation warrants protection as a distinct legal entity. The framework synthesizes four decades of the author's work on ecosystem rights (including a 1997 call for an "Ecosystem Bill of Rights"), the global rights-of-nature movement (Te Awa Tupua, Mar Menor, Atrato River), recent theoretical advances in pragmatic AI personhood (Leibo et al., 2025), and John Moore's "Science as a Way of Knowing" framework for distinguishing validated knowledge from mere claims. The current dismantling of federal scientific infrastructure—NOAA facing 28\% budget cuts, EPA's Office of Research and Development shuttered, NIH grants worth \$9.5 billion terminated—provides urgent context. The note proposes specific rights (preservation, accessibility, continuity, integrity), guardianship structures modeled on existing precedents, and mechanisms by which AI systems trained on validated knowledge might hold derivative standing as embodiments of that knowledge.} }

Permanent URL: https://canemah.org/archive/document.php?id=CNL-TN-2025-017