@inproceedings{kuznetsov-etal-2026-mmai, title = "{MMAI} Gym for Science: Training Liquid Foundation Models for Drug Discovery", author = "Kuznetsov, Maksim and Miftahutdinov, Zulfat and Shayakhmetov, Rim and Mizera, Mikolaj and Schutski, Roman and Zagribelnyy, Bogdan and Ilin, Ivan and Bondarev, Nikita and MacDougall, Thomas and Reymond, Mathieu and Bafna, Mihir and Kaymak-Loveless, Kaeli and Babin, Eugene and Malkov, Maxim and Lechner, Mathias and Hasani, Ramin and Amini, Alexander and Aladinskiy, Vladimir and Aliper, Alex and Zhavoronkov, Alex", editor = "Atanasova, Pepa and Haffari, Gholamreza and Wang, Minghan", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: Industry Track", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-industry.239/", pages = "4023--4047", ISBN = "979-8-89176-460-6" }