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.

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Timothy Carter

September 19, 2025

Translating Legal Taxonomies into Prompt-Conditioned Agents

Explore how legal taxonomies enable AI agents to deliver faster, accurate legal insights—boosting efficiency without replacing human expertise.

Timothy Carter

September 17, 2025

Workflow Deadlocks and Recovery in Interdependent Legal AI Agents

Avoid workflow deadlocks in legal tech. Learn how interdependent agents cause stalls—and how to prevent and recover from costly automation gridlocks.

Timothy Carter

September 15, 2025

Agent Autonomy vs. Firm Oversight in Legal AI Systems

Explore how law firms can balance AI agent autonomy with ethical oversight to ensure safe, efficient, and compliant legal-tech deployment.

Samuel Edwards

September 14, 2025

Building Meta-Controllers for Legal AI Agent Governance

Explore how meta-controllers ensure legal AI tools operate ethically, securely, and in line with professional standards in modern legal practice.

Timothy Carter

Role‐Based Agent Scheduling for Multi-Legal Domain Pipelines

Role-based agent scheduling streamlines legal workflows by coordinating AI and human experts across domains, boosting speed, accuracy, and ethical compliance.

Samuel Edwards

September 8, 2025

Hierarchical Agent Swarms for Legal Task Decomposition

Hierarchical agent swarms break legal tasks into AI-powered subtasks, boosting accuracy, auditability, and speed—without sacrificing attorney oversight.

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