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The advancement of Large Language Models (LLMs), including GPT-4, providesexciting new opportunities for generative design. We investigate theapplication of this tool across the entire design and manufacturing workflow.Specifically, we scrutinize the utility of LLMs in tasks such as: converting atext-based prompt into a design specification, transforming a design intomanufacturing instructions, producing a design space and design variations,computing the performance of a design, and searching for designs predicated onperformance. Through a series of examples, we highlight both the benefits andthe limitations of the current LLMs. By exposing these limitations, we aspireto catalyze the continued improvement and progression of these models.

How Can Large Language Models Help Humans in Design and Manufacturing?