The Markovian Thinker: Architecture-Agnostic Linear Scaling of Reasoning - Aghajohari, Milad; Chitsaz, Kamran; Kazemnejad, Amirhossein; Chandar, Sarath; Sordoni, Alessandro; Courville, Aaron; Reddy, Siva (International Conference on Learning Representations, 2026)