collaborators

1 paper

cs.SE2026

4D-ARE: Bridging the Attribution Gap in LLM Agent Requirements Engineering

Bo Yu, Lei Zhao

We deployed an LLM agent with ReAct reasoning and full data access. It executed flawlessly, yet when asked "Why is completion rate 80%?", it returned metrics instead of causal expl…