Improving Labeling Consistency with Detailed Constitutional Definitions and AI-Driven Evaluation Konstantin Berlin on May 11, 2026 at 5:19 pm

Enterprises need to know exactly what their systems detect, and that definition must stay consistent over time. Writing a definition precise enough to settle every hard case has long been impractical because human annotators cannot hold a document..

​[#item_full_content]  Enterprises need to know exactly what their systems detect, and that definition must stay consistent over time. Writing a definition precise enough to settle every hard case has long been impractical because human annotators cannot hold a document..  Read More Cisco Blogs