| _version_ | 1866901164491014144 |
|---|---|
| author | Tantisukarom, Chaiya |
| author_facet | Tantisukarom, Chaiya |
| contents | <p>The "Man-Made Hallucination" (MMH) is an inherent systemic failure of current Large Language Model architectures. By blending three distinct and irrelevant logic altitudes into a single output string, the AI commits an <strong>Absolute Error</strong>: it presents a projection as a truth. Until the system explicitly separates these dimensions, the user is trapped in a "c-only" reality.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18115268 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Dimensional Decoupling: Resolving Man-Made Hallucinations through Epistemic Transparency Tantisukarom, Chaiya <p>The "Man-Made Hallucination" (MMH) is an inherent systemic failure of current Large Language Model architectures. By blending three distinct and irrelevant logic altitudes into a single output string, the AI commits an <strong>Absolute Error</strong>: it presents a projection as a truth. Until the system explicitly separates these dimensions, the user is trapped in a "c-only" reality.</p> |
| title | Dimensional Decoupling: Resolving Man-Made Hallucinations through Epistemic Transparency |
| url | https://doi.org/10.5281/zenodo.18115268 |