Jeffrey Shorthill

Bundled Dialect Contrasts Measure a Mixture: A Feature-Isolating Matched-Pair Audit of Safety-Critical Support in Language Models

Bundled Dialect Contrasts Measure a Mixture: A Feature-Isolating Matched-Pair Audit of Safety-Critical Support in Language Models. Preprint, version 4.0 (August 2026). Not peer reviewed. Supersedes version 2.0 (June 2026); version 3 was an internal reframe and was not deposited....