A Proposal of Revision of Floridi's Conjecture
Fuente:
Zenodo
Enregistré dans:
| Auteur principal: | |
|---|---|
| Format: | Recurso digital |
| Publié: |
Zenodo
2025
|
| Sujets: | |
| Accès en ligne: | |
| Tags: |
Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!
|
| _version_ | 1866901766630539264 |
|---|---|
| author | Messina, Alberto |
| author_facet | Messina, Alberto |
| contents | <p><span lang="EN-US">In response to Luciano Floridi’s conjecture on a fundamental trade‑off between certainty and scope in symbolic and generative AI (<a href="https://link.springer.com/article/10.1007/s13347-025-00927-z">Floridi, 2025</a>), we identify formal issues in the original definitions—specifically, the conflation of probabilistic and order‑theoretic notions in model correctness (C) and the opaque use of cumulative Kolmogorov complexity for mapping scope (S). Retaining all original philosophical foundations and motivations, we (i) introduce an Epistemic Certainty Level that replaces a mixed supremum–probability measure with a coherent expectation over indicator functions on output space’s equivalence classes; (ii) substitute cumulative Kolmogorov complexity with Shannon joint entropy to better quantify input/output mapping scope and make it more tractable computationally-wise.</span></p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18060311 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | A Proposal of Revision of Floridi's Conjecture Messina, Alberto Artificial Intelligence Quality control Benchmarking/methods <p><span lang="EN-US">In response to Luciano Floridi’s conjecture on a fundamental trade‑off between certainty and scope in symbolic and generative AI (<a href="https://link.springer.com/article/10.1007/s13347-025-00927-z">Floridi, 2025</a>), we identify formal issues in the original definitions—specifically, the conflation of probabilistic and order‑theoretic notions in model correctness (C) and the opaque use of cumulative Kolmogorov complexity for mapping scope (S). Retaining all original philosophical foundations and motivations, we (i) introduce an Epistemic Certainty Level that replaces a mixed supremum–probability measure with a coherent expectation over indicator functions on output space’s equivalence classes; (ii) substitute cumulative Kolmogorov complexity with Shannon joint entropy to better quantify input/output mapping scope and make it more tractable computationally-wise.</span></p> |
| title | A Proposal of Revision of Floridi's Conjecture |
| topic | Artificial Intelligence Quality control Benchmarking/methods |
| url | https://doi.org/10.5281/zenodo.18060311 |