Early Insights into Argumentation-Guided Causal Evaluation with the Help of LLMs

This work explores how LLMs and argumentation can be combined to build causal evaluations that are more structured, contestable, and explainable.

That is promising for cybersecurity because it supports a move from automatically generated hypotheses to explicit reasoning chains that analysts can inspect and challenge.