| _version_ | 1866902047941459968 |
|---|---|
| author | Brighindi, Massimiliano |
| author_facet | Brighindi, Massimiliano |
| contents | OMNIA-MINIMAL is a minimal reproducible demonstration of the OMNIA ecosystem. It demonstrates one narrow claim: correctness is not structural stability. The repository shows that an output can pass surface correctness while failing structural stability under independent transformations. OMNIA-MINIMAL does not infer meaning, decide truth, or replace human judgment. It emits bounded post-hoc structural signals: STABLE, FRAGILE, and DIVERGENT. |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20338399 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | OMNIA-MINIMAL: Structural Stability Beyond Surface Correctness Brighindi, Massimiliano AI validation structural stability post-hoc measurement LLM evaluation robustness invariance silent failure OMNIA OMNIA-MINIMAL is a minimal reproducible demonstration of the OMNIA ecosystem. It demonstrates one narrow claim: correctness is not structural stability. The repository shows that an output can pass surface correctness while failing structural stability under independent transformations. OMNIA-MINIMAL does not infer meaning, decide truth, or replace human judgment. It emits bounded post-hoc structural signals: STABLE, FRAGILE, and DIVERGENT. |
| title | OMNIA-MINIMAL: Structural Stability Beyond Surface Correctness |
| topic | AI validation structural stability post-hoc measurement LLM evaluation robustness invariance silent failure OMNIA |
| url | https://doi.org/10.5281/zenodo.20338399 |