${\mathrm{TRIZ}}^a$: Guiding Agent Evolution from Pattern Recognition to Solution Invention

Wenyin Liu, Yiheng Huang, Kai Wang

We propose ${\mathrm{TRIZ}}^a$ (TRIZ exponentiated by an agent), a general R\&D automation paradigm that combines TRIZ inventive theory with LLM-driven agent evolutionary search. T…