Current LLM-based EDA systems fall into a syntax trap where models produce plausible code rather than physically correct hardware

this reveals a syntax trap in which models are trained to produce plausible code rather than physically correct hardware, compounded by fragmented tools and loss of design context that obscure how decisions affect later stages.

http://arxiv.org/abs/2608.27184v1