When "Must" Becomes "Maybe": Constraint Weakening in LLM Agent Workflows

Yiheng Sun, Huifei Wang, Yancheng Zhu +3

Large language model (LLM) agents coordinate complex tasks through multi-role and multi-stage workflows. Upstream state is repeatedly transformed into intermediate language artifac…