AI’s Ability to Reason with Human Norms and Values in Legal Judgments
Ascertain whether AI systems, including large language models, can perform the value-laden reasoning required to render legal judgments—such as determining civil liability—that demands making hard tradeoffs and evaluating conduct in light of human norms and values.
References
Moreover, unlike simpler legal tasks, legal judgments call on the judge to make hard tradeoffs and evaluate conduct considering human norms and values. It is not clear AI can operate on those registers .
— Tasks and Roles in Legal AI: Data Curation, Annotation, and Verification
(2504.01349 - Koenecke et al., 2 Apr 2025) in The Path Forward for Legal AI, subsection “Positioning of AI in legal workflows,” paragraph on judicial use