Can LLMs Generate and Solve Linguistic Olympiad Puzzles?

In three linesStudy on LLMs' (including OpenAI o1) ability to solve and generate linguistic puzzles from Linguistic Olympiads. Models outperform humans on most puzzle types except writing systems and understudied languages. Automated puzzle generation could expand interest in linguistics and support rare language dissemination.

Summary generated by Claude — human-verified