Research interests include linguistics, computational linguistics and Artificial Intelligence, with focus on building and applying computational discovery tools to diverse problems from linguistic typology, historical linguistics. Basic results include the first monograph in machine linguistic discovery; the first discovery program to present its discoveries in a scientific article (in English); machine-initiated discovery of the hypothesis of a linguistic link between Oceania and South America having far-reaching implications in science generally.