Revised Framework Center
The main theory hub for support, substitution, participatory capacity, and the current model.
Open framework centerResearch
Research and Papers
This page separates the current framework, papers, stress tests, notes, AI governance work, and older archive material.
No files have been moved in this pass. The links below use the existing routes.
Current framework
The conceptual center
Use the revised framework center for the current formulation, then move into specific papers or stress tests as needed.
What The Framework Actually Claims
A bounded statement of the claims and limits of the current model.
Open claim summaryResearch papers
Papers and stress tests
Full Papers Archive
The larger index of papers, downloadable artifacts, and older material.
Open papers archiveStress Tests
Applied tests across biology, education, recovery, religion, organizations, politics, and technology.
Open stress testsAI governance
Applied AI work
AI Alignment Research Corpus
Behavioral drift detection, objective anchoring, realignment, and production governance.
Open AI corpusAgent Action Gate
A reference implementation for pre-execution oversight in agentic AI systems.
Open AAGPCPI
A scoring layer for whether AI assistance preserves human participation.
Open PCPINotes and archive
Developing and earlier material
Notes
The Notes index is the planned home for dated writing and public research updates.
Open NotesArchive
Older formulations remain live for provenance and continuity.
Open archive