Author

Kutay Tire

University of Texas at Austin

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#machine learning Preprint Oct 2026

INTACT: Inducing Latent Reasoning on a Frozen Backbone

The same recipe trained on a multi-domain corpus improves the frozen backbone on twelve evaluation benchmarks spanning mathematics, science, and commonsense, without task-specific adaptation.

Kutay Tire, Atula Tejaswi, Haris Vikalo et al. · 0 citations