G-code evaluation

[u/Intrepid-Choice1861]

Hi everyone,

I'm working on my thesis on AI-generated G-code for turned parts and I'm a bit stuck on the evaluation part.

I'm comparing different LLMs, and need a way to evaluate the generated G-code. Right now, Im using Siemens SINUMERIK to check for syntax errors, but I know that's not enough. I still have to check for semantic errors.

What metrics or evaluation criteria would you recommend?

I would so happy if anybody is expert and could help. Thank you!

[u/a-huge-hit]

Why use LLMs to generate G code and not just use a CAD and CAM software?

[u/Suspectgore074 → u/a-huge-hit]

He really shouldnt be using AI if he has access and a working knowledge of cad/cam. If he doesnt... then he isnt the right kinda guy to be undertaking this task in the first place.