LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm

Chunhui Wan, Xunan Dai, Zhuo Wang +5

The transition from static Large Language Models (LLMs) to self-improving agents is hindered by the lack of structured reasoning in traditional evolutionary approaches. Existing me…