Can the Question and Judgment Show Why They Still Hold?
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.
The public JEZ is synthetic and intentionally incomplete. The Evidence Witness exposes the published Fresh RAW hash and result identity, not the actual evaluation JEZ/RAW, Gold, hidden challenge assets, or internal qualification mechanics.
