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VLMs show only partial agreement on the affective qualities of shapes, revealing significant inconsistencies that could impact generative design interfaces.
Turns out, language models can reason about mechanical engineering problems, iteratively refining linkage designs by diagnosing failure modes and proposing grounded corrections, all without fine-tuning.