
Legal AI Needs a Research Control Plane: Matter Intake, Authority Validation, and Attorney Review
Design legal AI research around authorized matters, validated legal sources, fact status, confidentiality, and accountable attorney review. An abbreviated prompt scaffold shows how those controls become a reviewable research workflow.










