Efficient Reasoning on the Edge. - Yelysei Bondarenko; Thomas Hehn 001; Rob Hesselink; Romain Lepert; Fabio Valerio Massoli; Evgeny Mironov; Leyla Mirvakhabova; Tribhuvanesh Orekondy; Spyridon Stasis; Andrey Kuzmin; Anna Kuzina; Markus Nagel; et al. (CoRR, 2026)