Research questionHow can contradictions in dialogue-based human–robot interactions be formally represented across HRI and HAI domains?Dialogue-based human–robot interactions can fail through conflicting information, goals, or interpretations, but these contradictions are described inconsistently across application domains. This makes them difficult to define, share, and reason about computationally.