Researchers at UC Berkeley developed ConlangCrafter to generate novel constructed languages. The model creates diverse linguistic systems that strictly adhere to their own internal rules. This capability demonstrates a high level of logical consistency in LLM output. Practitioners can use these findings to test how models handle synthetic grammar and structural constraints.