Author

Agamdeep Singh

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Preprint Aug 2026

Reason Wide, Not Deep: Amortizing the Reasoning Premium into Distilled Skills

This work shows that reasoning traces are not a prerequisite: skills distilled from non-reasoning trajectories alone remain competitive with skills distilled from paired reasoning/non-reasoning corpora, with domain-dependent differences between the two sources.

Agamdeep Singh, Srishti Gautam, Priyanshu Gupta et al. · 0 citations