newmind Blog · Research
Research, written in the open.
Long-form engineering research from inside newmind AI. Models, corpora and code are released alongside each piece.
mecellem-legal-bench: Do models apply Turkish law, or just cite it?
Forty-two Turkish legal practice questions, the rubric that grades every answer point by point, and the scores of thirteen models. Not only whether the right law is cited, but whether it is applied to the facts and carried to a conclusion.
Read the article →Training GLiNER2.5 for the Turkish KVKK Law PII task
Three open models for the KVKK personal-data task in Turkish, the synthetic corpus they learned from, and the code that produced both. Every value, its category and the person it belongs to, from one pass over a document.
Read the article →Next issues in this series land here as they publish.