Use a different-lineage Critic and inject Drafter reasoning
Develop and evaluate a GANDR configuration that uses a Critic from a different model lineage and systematically investigates injection of Drafter reasoning into the Critic’s context, in order to determine whether these changes improve auditing beyond the shared-backbone, separate-context design.
References
A different-lineage Critic and Drafter-reasoning injection are left to future work.
— GANDR: Claim Auditing for Verifiable Legal Answer Generation
(2609.10293 - Qian et al., 9 Sep 2026) in Section 3, paragraph “Drafter and Critic in disjoint contexts”