https://github.com/xufentu-creator/judgment-as-structural-constraint
Research repository by Xufen Tu exploring human judgment, decision architecture, and responsibility structures in complex AI-mediated systems.
https://github.com/xufentu-creator/judgment-as-structural-constraint
ai-governance algorithmic-accountability automation-risk complex-systems decision-architecture decision-governance decision-systems human-in-the-loop human-judgment human-machine-boundary responsibility-structures system-stability
Last synced: about 1 month ago
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Research repository by Xufen Tu exploring human judgment, decision architecture, and responsibility structures in complex AI-mediated systems.
- Host: GitHub
- URL: https://github.com/xufentu-creator/judgment-as-structural-constraint
- Owner: xufentu-creator
- License: cc-by-4.0
- Created: 2026-01-04T23:29:36.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2026-05-12T19:22:13.000Z (about 1 month ago)
- Last Synced: 2026-05-12T19:31:32.149Z (about 1 month ago)
- Topics: ai-governance, algorithmic-accountability, automation-risk, complex-systems, decision-architecture, decision-governance, decision-systems, human-in-the-loop, human-judgment, human-machine-boundary, responsibility-structures, system-stability
- Homepage: https://github.com/Frequency-Sovereignty-System
- Size: 6.2 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
- Citation: CITATION.cff
- Notice: docs/NOTICE.md
Awesome Lists containing this project
README
This repository contains both research releases (v1.x) and core structural modules (core-v0.x), forming a unified reference for human judgment and decision architecture in complex systems.
# Judgment Before Momentum
Human Judgment as a Structural Constraint in High-Replication Systems
**Author**
Xufen Tu (涂绪芬)
Independent Interdisciplinary Researcher
Complex Systems · AI Governance · Decision Architecture · Enterprise Transformation · Human Judgment
ORCID: https://orcid.org/0009-0007-5265-964X
Google Scholar: https://scholar.google.com/citations?user=NseOI0QAAAAJ
---
## Canonical Research Repository (sole authoritative reference)
https://github.com/xufentu-creator/judgment-as-structural-constraint
This repository serves as the canonical reference point for versioned releases and structural definitions of the research program.
---
## Related Publications
**Human Judgment as an Irreducible Interface in High-Complexity Systems**
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6193698
**Judgment Before Momentum**
https://papers.ssrn.com/sol3/papers.cfm?abstract_id=6078249
---
## Research Focus
Complex Systems
AI Governance
Decision Architecture
Human Judgment
Enterprise Transformation
Provenance Governance
Version Governance
Responsibility Architecture
---
## Core Work
**Judgment Before Momentum (v1.0.2)**
This repository hosts the canonical release record of the work.
The research examines how human judgment functions as a structural constraint in environments where automation accelerates execution and replication reduces distribution costs.
It integrates two structural layers:
- Judgment before execution momentum
- Provenance before replication expansion
The work is conceptual and methodological in nature and does not constitute legal, medical, financial, or operational advice.
---
## Repository Structure
This repository contains multiple structural layers related to human judgment, governance, and decision architecture in complex systems.
Core structure:
- core/ → foundational structural definitions
- models/ → framework models and governance structures
- docs/ → supporting research documents and references
- papers/ → publication references and related papers
- releases/ → versioned structural releases
The repository combines research publications, structural models, governance-oriented frameworks, and version-controlled reference architecture within a unified research system.
---
## Research Extensions
Human Judgment as an Irreducible Interface in High-Complexity Systems
Human Responsibility Node in High-Replication Systems
Responsibility Drift in AI-Mediated Systems
---
## Research Index
Human Judgment as an Irreducible Interface
https://github.com/xufentu-creator/human-judgment-irreducible-interface
Responsibility Drift in AI-Mediated Systems
https://github.com/xufentu-creator/responsibility-drift-ai-mediated-systems
Human Responsibility Node in High-Replication Systems
https://github.com/xufentu-creator/human-responsibility-node
---
## Version Authority
Tagged GitHub Releases define version authority and stable citation objects.
Latest release:
https://github.com/xufentu-creator/judgment-as-structural-constraint/releases/tag/v1.0.2
---
## Author
Author: Xufen Tu
Public Identity Anchor: xufentu.eth
System Reference Anchor: tux133144.eth