Legal AI Insights

Samuel Edwards

December 17, 2025

Normalizing Multi-Format Discovery Data in Agent Pipelines

Learn how normalization streamlines messy, multi-format discovery data in agent pipelines, bringing clarity, consistency, and efficiency.

All Blogs

Samuel Edwards

October 15, 2025

Behavior Cloning for Legal Assistant Agents Using Human Logs

Discover how behavior cloning and human logs are shaping AI legal assistants to streamline research, drafting, and client communication.

Samuel Edwards

October 13, 2025

Aligning Agent Output with Jurisdictional Language Norms

Ensure AI legal tools meet jurisdictional norms to uphold accuracy, ethics, and credibility across diverse courts and legal systems.

Samuel Edwards

October 8, 2025

Prompt Rewriting via Legal Clause Interpolators

Streamline legal drafting with clause interpolators—AI tools that rewrite trusted templates to fit new deals, saving time while preserving quality.

Samuel Edwards

October 8, 2025

Embedding Fact Patterns for Semantic Alignment in Legal RAG

Learn how embedding legal fact patterns into RAG systems improves semantic accuracy, reduces hallucinations, and delivers context-aware legal answers.

Timothy Carter

September 30, 2025

Encoding Conditional Precedent Logic into Prompt Templates

Learn how to encode conditional precedent logic into AI prompt templates to streamline legal drafting, ensure clarity, and reduce malpractice risk.

Timothy Carter

September 26, 2025

Parsing Briefs into Legal Intents with Token-Aware Parsers

Discover how token-aware parsers transform legal briefs into structured intents, boosting speed, accuracy, and automation for law firms.

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