# Xufen Tu · Public Research

> Public source guide for research by Xufen Tu（涂绪芬）.

Official website: https://xufentu.com/
ORCID: https://orcid.org/0009-0007-5265-964X
Role: Independent Interdisciplinary Researcher

## Published works

- [Judgment Before Momentum: A Provenance-First Canonical Release Model for Human-Authored Research Under High Replication](https://doi.org/10.5281/zenodo.18571480) — 1.0.2
- [Human Judgment as an Irreducible Interface in High-Complexity Systems](https://doi.org/10.2139/ssrn.6193698)
- [AI-Generated Citation Failure: When Fluency Outruns Verification](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/case-studies/ai-generated-citation-failure.md) — v1.0
  - [Fixed public citation version](https://github.com/xufentu-creator/xufentu-human-judgment/blob/ef3beab4ada8679a722c9679985fd7ca782ee4c3/case-studies/ai-generated-citation-failure.md)
- [Human Judgment and Responsibility in Multi-Agent Systems](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/research-essays/human-judgment-and-responsibility-in-multi-agent-systems.md) — v1.0
  - [Fixed public citation version](https://github.com/xufentu-creator/xufentu-human-judgment/blob/ef3beab4ada8679a722c9679985fd7ca782ee4c3/research-essays/human-judgment-and-responsibility-in-multi-agent-systems.md)
- [Continuous Subject and Non-Automatic Responsibility: A Public Research Position](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/research-position/continuous-subject-and-non-automatic-responsibility.md) — v1.0
  - [Fixed public citation version](https://github.com/xufentu-creator/xufentu-human-judgment/blob/ef3beab4ada8679a722c9679985fd7ca782ee4c3/research-position/continuous-subject-and-non-automatic-responsibility.md)
- [Provenance Evidence Does Not Replace Human Judgment](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/research-essays/provenance-evidence-does-not-replace-human-judgment.md) — v1.0
  - [Fixed public citation version](https://github.com/xufentu-creator/xufentu-human-judgment/blob/ef3beab4ada8679a722c9679985fd7ca782ee4c3/research-essays/provenance-evidence-does-not-replace-human-judgment.md)
- [Human Responsibility in AI-Mediated Work](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/research-essays/human-responsibility-in-ai-mediated-work.md) — v1.0
  - [Fixed public citation version](https://github.com/xufentu-creator/xufentu-human-judgment/blob/ef3beab4ada8679a722c9679985fd7ca782ee4c3/research-essays/human-responsibility-in-ai-mediated-work.md)
- [Human Judgment Boundary](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/research-boundaries/human-judgment-boundary.md) — v1.0
  - [Fixed public citation version](https://github.com/xufentu-creator/xufentu-human-judgment/blob/ef3beab4ada8679a722c9679985fd7ca782ee4c3/research-boundaries/human-judgment-boundary.md)
- [Authorship and Provenance Boundary](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/research-boundaries/authorship-and-provenance-boundary.md) — v1.0
  - [Fixed public citation version](https://github.com/xufentu-creator/xufentu-human-judgment/blob/ef3beab4ada8679a722c9679985fd7ca782ee4c3/research-boundaries/authorship-and-provenance-boundary.md)

## Scope and source records

- [Citation guidance](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/CITATION.md)
- [Public research scope](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/PUBLIC-RESEARCH-SCOPE.md)
- [Rights and permitted reference](https://github.com/xufentu-creator/xufentu-human-judgment/blob/main/LICENSE.md)
- [Published research index](https://xufentu.com/published-research-index.json)

This guide lists already public works. Citation identifies a specific source and version; it does not imply author endorsement of later interpretations. Earlier public versions may differ from current expressions. Public observations do not describe internal methods or prescribe a universal decision procedure.

## Reading pages

These pages present existing public texts or paper guides; original citation sources remain linked above.

- [Judgment Before Momentum: A Provenance-First Canonical Release Model for Human-Authored Research Under High Replication](https://xufentu.com/research/judgment-before-momentum/)
- [Human Judgment as an Irreducible Interface in High-Complexity Systems](https://xufentu.com/research/human-judgment-irreducible-interface/)
- [AI-Generated Citation Failure: When Fluency Outruns Verification](https://xufentu.com/research/ai-generated-citation-failure/)
- [Human Judgment and Responsibility in Multi-Agent Systems](https://xufentu.com/research/human-judgment-and-responsibility-in-multi-agent-systems/)
- [Continuous Subject and Non-Automatic Responsibility: A Public Research Position](https://xufentu.com/research/continuous-subject-and-non-automatic-responsibility/)
- [Provenance Evidence Does Not Replace Human Judgment](https://xufentu.com/research/provenance-evidence-does-not-replace-human-judgment/)
- [Human Responsibility in AI-Mediated Work](https://xufentu.com/research/human-responsibility-in-ai-mediated-work/)
- [Human Judgment Boundary](https://xufentu.com/research/human-judgment-boundary/)
- [Authorship and Provenance Boundary](https://xufentu.com/research/authorship-and-provenance-boundary/)
- [Human Judgment and Consequential Outcomes](https://xufentu.com/research/human-judgment-and-consequential-outcomes/)
- [When Responsibility Becomes Hard to Locate](https://xufentu.com/research/when-responsibility-becomes-hard-to-locate/)
- [When Recommendations Conflict, Who Remains Responsible?](https://xufentu.com/research/when-recommendations-conflict/)
- [Human Judgment and Real-World Consequences](https://xufentu.com/research/human-judgment-and-real-world-consequences/)
- [Xufen Tu — Research author](https://xufentu.com/research/author/)
- [Public research scope](https://xufentu.com/research/scope/)
- [Citation and source versions](https://xufentu.com/research/citation/)
- [Public research — Reading directory](https://xufentu.com/research/)


## Public model names and canonical statements

The public homepage preserves Structural Boundary Framework (SBF-001), Responsibility Drift (RD-001), and Decision Arbitration Framework (DAF-001) as public research names with short descriptions and links to their current public expressions. This does not publish internal assessment, scoring, validation or implementation procedures.

- [Public model references](https://xufentu.com/#models)
- [Canonical statements](https://xufentu.com/#statements)

AI can move fast. Humans remain responsible for getting it right. / AI 负责快，人负责对。
Judgment Before Momentum.