| _version_ | 1866901543119224832 |
|---|---|
| author | Margan, Sergiu |
| author_facet | Margan, Sergiu |
| contents | <p>Ground is a closure-state audit layer for moral, institutional, and AI-governance decisions. Given a submitted case, Ground identifies whether the situation can honestly be treated as settled, what unknowns block closure, what stabilising conditions would make any forward path admissible, and where false-closure pressure appears. Ground is not a recommendation engine, a therapy tool, a legal or clinical adviser, or a moral authority; its narrow function is to surface the structural reading underneath a decision before any path is chosen. The system is an operational instance of the Moral Kernel Optimization (MKO) framework. This paper describes what Ground does, how its output is structured, its validation architecture, its limits, and its evaluator entry points.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_20014873 |
| institution | Zenodo |
| language | |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Ground: An Operational Implementation of Moral Kernel Optimization Margan, Sergiu Moral Kernel Optimization closure-state audit AI governance false closure institutional ethics decision audit MKO Ground alignment safeguarding non-indexicality <p>Ground is a closure-state audit layer for moral, institutional, and AI-governance decisions. Given a submitted case, Ground identifies whether the situation can honestly be treated as settled, what unknowns block closure, what stabilising conditions would make any forward path admissible, and where false-closure pressure appears. Ground is not a recommendation engine, a therapy tool, a legal or clinical adviser, or a moral authority; its narrow function is to surface the structural reading underneath a decision before any path is chosen. The system is an operational instance of the Moral Kernel Optimization (MKO) framework. This paper describes what Ground does, how its output is structured, its validation architecture, its limits, and its evaluator entry points.</p> |
| title | Ground: An Operational Implementation of Moral Kernel Optimization |
| topic | Moral Kernel Optimization closure-state audit AI governance false closure institutional ethics decision audit MKO Ground alignment safeguarding non-indexicality |
| url | https://doi.org/10.5281/zenodo.20014873 |