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heisenzombie | 10 months ago

My experience is that SOTA LLMs still struggle to read even the metadata from a mechanical drawing. They're getting better -- they now are mostly ok at reading things like a BOM or revision table -- but moderately complicated title blocks often trip them up.

As for the drawings themselves, I have found them pretty unreliable at reading even quite simple things (i.e. what's the ID of the thru hole?), even when they're specifically dimensioned. As soon as spatial reasoning is required (i.e. there's a dimension from A to B and from A to C and one asks for the dimension B to C), they basically never get it right.

This is a place where there's a LOT of room for improvement.

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