Evaluating LLMs as a Bridge Between Cyber Threats and Business Risk for Executive Decision-Making

This paper presents an evaluation of a locally deployable open-weight large language model tested across five prompt strategies of increasing sophistication against a corpus of real-world cyber incident reports, scored against a structured rubric by both an AI instrument and an independent human analyst.