Legal AI Insights

Samuel Edwards

October 23, 2025

Testing Legal Reasoning Paths in Agent Chain Unit Tests

Test legal AI systems with agent chain unit tests to ensure accurate, explainable, and auditable reasoning paths in high-stakes legal workflows.

All Blogs

Samuel Edwards

October 20, 2025

Tuning Reward Models for Statutory Fidelity in LLM Agents

Teach AI agents to respect statutes, not improvise. Reward models train legal LLMs to follow law faithfully, cite precisely, and flag ambiguity.

Samuel Edwards

September 17, 2025

Controlled Generation with Legal Output Conformance Guards

Ensure AI-generated legal content stays compliant, accurate, and ethical with controlled generation and legal output conformance guardrails.

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.

Stay In The
Know.

Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.