Capacity-Invariant Inference (CII) — V2 Addendum (Public Summary)
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| Format: | Recurso digital |
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Zenodo
2025
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| _version_ | 1866901945234489344 |
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| author | Worms, D.N.L. |
| author_facet | Worms, D.N.L. |
| contents | <p>This addendum does not extend the theoretical scope of CII, but reports new empirical evidence that the original inference strategy exhibits higher robustness and efficiency under controlled noisy-retrieval conditions. This note should be cited independently for robustness and efficiency results: DOI: 10.5281/zenodo.18041866. </p> <p>All methodology and core claims from the original record remain unchanged. (https://zenodo.org/records/18000425)</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18041866 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Capacity-Invariant Inference (CII) — V2 Addendum (Public Summary) Worms, D.N.L. capacity-invariant inference inference-time scaling retrieval-augmented generation noisy retrieval distractor robustness multi-hop question answering HotpotQA cognitive efficiency <p>This addendum does not extend the theoretical scope of CII, but reports new empirical evidence that the original inference strategy exhibits higher robustness and efficiency under controlled noisy-retrieval conditions. This note should be cited independently for robustness and efficiency results: DOI: 10.5281/zenodo.18041866. </p> <p>All methodology and core claims from the original record remain unchanged. (https://zenodo.org/records/18000425)</p> |
| title | Capacity-Invariant Inference (CII) — V2 Addendum (Public Summary) |
| topic | capacity-invariant inference inference-time scaling retrieval-augmented generation noisy retrieval distractor robustness multi-hop question answering HotpotQA cognitive efficiency |
| url | https://doi.org/10.5281/zenodo.18041866 |