Where Designs Outran the Rules: SC-25, an open dataset of FAA Part 25 special conditions, 1994-2026

Data descriptor for the SC-25 dataset (preprint). Abstract: identical to 04-manuscript/index.qmd at release. Competing interests: G. Gonçalves is Vice President of Industrial AI Lab (non-profit) and owns SmartHow, a company that provides AI solutions for industry. This work uses AI-assisted methods, an area in which SmartHow operates (relation to this work: yes, AI). No other competing interests are declared. Note on the CertBasis-Bench hold-out: its seal protects only against exposure through that benchmark's own evaluation pipeline. The Federal Register text is public and SC-25 makes the answers of most sealed items derivable, so a future confirmatory test needs a prospective hold-out (special conditions issued after this release and after each model's training cutoff) or a fresh seal; the SHA-256 commitment still proves which items were sealed, and when.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-11-03
DOI
https://doi.org/10.5281/zenodo.23911696
Citations
1
Primary Topic
Artificial Intelligence in Law
Type
preprint
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preprint

Where Designs Outran the Rules: SC-25, an open dataset of FAA Part 25 special conditions, 1994-2026

Gabriel Henrique Antunes Goncalves
1 citations
Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Law
preprint

Where Designs Outran the Rules: SC-25, an open dataset of FAA Part 25 special conditions, 1994-2026

Gabriel Henrique Antunes Goncalves
preprint en
1 citations

Abstract

Data descriptor for the SC-25 dataset (preprint). Abstract: identical to 04-manuscript/index.qmd at release. Competing interests: G. Gonçalves is Vice President of Industrial AI Lab (non-profit) and owns SmartHow, a company that provides AI solutions for industry. This work uses AI-assisted methods, an area in which SmartHow operates (relation to this work: yes, AI). No other competing interests are declared. Note on the CertBasis-Bench hold-out: its seal protects only against exposure through that benchmark's own evaluation pipeline. The Federal Register text is public and SC-25 makes the answers of most sealed items derivable, so a future confirmatory test needs a prospective hold-out (special conditions issued after this release and after each model's training cutoff) or a fresh seal; the SHA-256 commitment still proves which items were sealed, and when.

Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Law
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