Few-Shot VLM-Based G-Code and HMI Verification in CNC Machining

Yasaman Hashem Pour, Nazanin Mahjourian, Vinh Nguyen

Manual generation of G-code is important for learning the operation of CNC machines. Prior work in G-code verification uses Large-Language Models (LLMs), which primarily examine er…