Constraint Framework

A framework for coherence, overload, fragmentation, collapse, and recovery across human and artificial systems.

Library

A curated archive of current framework notes, stress tests, branch papers, and earlier formulations. Older material remains visible, but the current framework and current stress test papers carry the highest emphasis.

Revised Framework Center AI Alignment Research Papers Glossary

AI Alignment Research Downloads

Corpus

Download the combined AI alignment research corpus, the full ZIP package, or open the PCPI measurement artifact.

Combined Corpus PDFResearch ZIPPCPI v1.0

Core Framework Notes

Current

Load-Bearing Function, Participatory Capacity, and the Four Modes of Support

Note
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Boundary Conditions and Failure Cases of Alignment Theory

Note
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Stress Test Series

Current

Health Behavior and Lifestyle Change Stress Test

Paper
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AI Branch

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Earlier Framing

Archive

Archive PDFs

Repository

Why Structural Dependence Hides Behind Functional Success PDF

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Why Multiple Fields Are Converging on the Same AI Question PDF

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