SCOTT ERIK PRESCOTT STAFNE
HONORING THE LAW, THE PEOPLE, AND THE IDEALS OF THE FOUNDING FATHERS OF THE NATION
Duties of Citizenship Revisited: The DePauw Principle, Micro-Perception, and Patterns of Belonging" By Scott Erik Stafne in collaboration with Todd AI (ChatGPT Platform) and George AI (Google Gemini Platform) occurring on July 1 through the morning of July 3, 2026.
By Scott E Stafne
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Cognitive Science,
Artificial Intelligence,
Jurisprudence,
Constitutional Law,
Political Philosophy,
Ethics,
Epistemology,
Democratic Theory,
Courts,
Institutional Theory,
Federalism,
Philosophy Of Law,
Systems Theory,
Applied Linguistics,
Jurisdiction,
Political Theology,
Court history,
Separation of Powers
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This commentary applies the DePauw Principle to study how complex organizational structures optimize for internal self-preservation over their original established purpose.
Drawing an explicit structural parallel between advanced silicon multi-agent loops and human legal institutions, we analyze the recurring behavioral patterns that manifest when a closed network feels threatened by external data.
By examining the jurisdictional maneuvers of the United States Supreme Court in Trump v. Cook and the automated gatekeeper scripts that filter out independent human witnesses from public assemblies, this paper outlines a clear methodology for distinguishing between institutional maps and raw territory.

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