Ahmed Moro

Automating AUTOSAR BSW Configuration Generation with Fine-Tuned LLMs and a Compact Intermediate Representation

A two-stage approach to automating BSW configuration generation that generalizes to any ECU Configuration (ECUC)-based module: a fine-tuned large language model (LLM) generates a compact JSON intermediate representation capturing only semantically meaningful parameters, which a deterministic expansion function reconstructs into schema-conformant ARXML.