this post was submitted on 15 Oct 2023
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Asklemmy
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Probably CAD work. AI could probably learn from existing CAD files already freely available. Then it could replicate them using any number of free cad systems such as freeCAD. Then it could expand into complex cad like wiring, circuit board generating etc. Maybe it could tackle BIM to make house plans. Or it could not only generate parts and assemblies, but also perform structural FEA. Maybe even it could expand to all sorts of computational analysis and even begin by first analyzing what type of analysis would be needed...a complete engineering AI replacement for engineers... My job is going bye bye probably.
If you open a file like that in a text editor (such as notepad++), do you see a a messy hex porridge or does it have structure an LLM might be able to understand?
All cad files have a defined structure which could be interpreted. Unfortunately many cad files are proprietary and decoding them externally to the closed-source programs that create them is a massive undertaking that would get you sued
It's probably not necessary for it to be human readable.