When Single Answer Is Not Enough: Rethinking Single-Step Retrosynthesis Benchmarks for LLMs. - Bogdan Zagribelnyy; Ivan Ilin; Maksim Kuznetsov; Nikita Bondarev; Roman Schutski; Thomas MacDougall; Rim Shayakhmetov; Zulfat Miftakhutdinov; Mikolaj Mizera; Vladimir Aladinskiy; Alex Aliper; Alex Zhavoronkov (CoRR, 2026)

MMAI Gym for Science: Training Liquid Foundation Models for Drug Discovery. - Maksim Kuznetsov; Zulfat Miftahutdinov; Rim Shayakhmetov; Mikolaj Mizera; Roman Schutski; Bogdan Zagribelnyy; Ivan Ilin; Nikita Bondarev; Thomas MacDougall; Mathieu Reymond; Mihir Bafna; Kaeli Kaymak-Loveless; et al. (CoRR, 2026)