Legal AI Insights

Samuel Edwards

November 3, 2025

Continuous Evaluation Pipelines for Agentic LLM Drift

Build continuous evaluation pipelines to detect and correct agentic LLM drift, ensuring reliability, compliance, and performance over time.

All Blogs

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.

Timothy Carter

September 22, 2025

Injecting Statutory Hierarchies into Agent Memory Embeddings

Discover how injecting statutory hierarchies into legal AI embeddings boosts accuracy, context, and reliability in legal research and analysis.

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