Version 1.3 — Current Research Version
2026-09-08
Can the Question and Judgment Show Why They Still Hold?
Version DOI: 10.5281/zenodo.22657501
https://zenodo.org/records/22657501Concept DOI: 10.5281/zenodo.22284438
The LimFlex Judgment Terrarium Ecosystem. Qualified judgment is maintained outside any single AI model as a shareable, inheritable, reusable, selectively updatable, requalifiable and auditable external state.
What Version 1.3 adds
- Judgment Terrarium Ecosystem as the product-level thesis. The model remains a candidate generator while the qualified current state is maintained outside the model.
- Corrected Fresh product qualification. Across 192 fresh slots from three provider/model families, structural transition admission was 192/192 and the strict combined qualified outcome was 191/192.
- Stable qualified boundary under variable paths. Across two Fresh passes, exact action agreement was 87/96 while transition-admission agreement was 96/96 and strict qualified-outcome agreement was 95/96.
- Lightweight qualification core. Median transition qualification time was approximately 0.287 ms versus 4.762 s median provider latency, approximately 0.0060%.
The evidence is internal and bounded. It does not establish external interoperability, security certification, population-level model reliability, real-world outcome correctness or legal conformity.
Read Version 1.3 on ZenodoVersion 1.1 — Prior Published Version
2026-09-06
Can the Question and Judgment Show Why They Still Hold?
DOI: 10.5281/zenodo.22321428
https://zenodo.org/records/22321428Externalized Judgment States for AI Systems under Changing Evidence, Models, and Operational Conditions.
Version 1.1 evidence retained as prior published research
- Two-pass Fresh repeatability. Selected E1–E9 and R1 studies were repeated once under frozen protocols.
- Selective requalification. The architecture-native recompute/reuse structure reproduced exactly across both Fresh passes.
- Judgment Capital, Judgment Terrarium and JEZ. Reusable qualified judgment is framed as an organizational asset and portable judgment object.
Read Version 1.1 on Zenodo2026-08-13
General and Restricted Finite Operational Theory
DOI: 10.5281/zenodo.21906628
https://zenodo.org/records/21906628Problem Formation, Local-to-Global Feasibility, and the LimFlex Operationalization Layer.
Read on Zenodo2026-08-03
From Orchestration to Integrated Judgment Optimization
DOI: 10.5281/zenodo.21762015
https://zenodo.org/records/21762015A boundary-first architecture for dynamic teams, version-governed structural autonomy, and human-accountable AI.
Read on Zenodo2026-07-26
Cross-Control Conflict Convergence in Robotic Systems
DOI: 10.5281/zenodo.21580992
https://zenodo.org/records/21580992A public conceptual framework for preventing repeated intervention loops in robotic systems.
Read on Zenodo