What properties of reasoning supervision are associated with improved downstream model quality? - Mikolaj Langner; Dzmitry Pihulski; Jan Eliasz; Michal Rajkowski; Przemyslaw Kazienko; Maciej Piasecki; Jan Kocon; Teddy Ferdinan (CoRR, 2026)