Large language and reasoning models in forensic sciences

Abstract

Artificial intelligence (AI) is transforming scientific practice. What started as a passive data-analysis tool has become something closer to an active partner, now capable of generating hypotheses, planning experiments, and coordinating multi-step workflows. This manuscript explores how large language models (LLMs) and the emerging class of large reasoning models (LRMs