Inflexibility to Evolving Requirements
Conventional approaches (without LLMs) struggle to adapt dynamically to changes in user requirements or design parameters during the development process.
Fragmented Tools and Workflows
The lack of integration between various tools (e.g., simulation software, optimization algorithms) leads to fragmented workflows, reducing overall productivity and consistency in results.
High Complexity and Time-Consuming Generation
Design generation in traditional methods often involves labor-intensive processes, requiring significant time and computational resources. This complexity makes it difficult to explore diverse design alternatives efficiently.