rag
2 articles tagged rag
Technology
Amendment Chain Resolution: The Hardest Problem in Legal AI
Why amendment chains break standard AI document analysis approaches, how structured extraction handles them, and what makes multi-amendment resolution the defining technical challenge for legal AI systems.
February 17, 2026·8 min read
TechnologyWhy RAG Fails for Legal Contract Review
Standard retrieval-augmented generation pipelines were designed for question-answering over static corpora. Legal contract review demands something fundamentally different: structured extraction across amendment chains, cross-references, and clause-level precision.
February 17, 2026·7 min read