Podcast Episodes
Back to SearchHow Legal Taxonomies Are Turning AI Agents Into Precision Legal Tools
Generic AI prompts produce generic legal answers — and in a profession where precision is everything, that's a serious liability. This episode explor…
1 month, 2 weeks ago
Multi-Agent RAG Pipelines: The Future of Legal Research
Legal research hasn't fundamentally changed in decades — attorneys still wrestle with keyword searches that miss synonyms, drop citations, and return…
1 month, 2 weeks ago
Red Teaming Agentic Workflows: How Law Firms Test Their AI
As law firms increasingly delegate routine legal work to autonomous AI systems, the question isn't just whether those tools are efficient — it's whet…
1 month, 2 weeks ago
Who Gets to See What: Role-Based Access in AI-Powered Law Firms
Powerful AI tools are reshaping how law firms draft, research, and strategize — but loading privileged client matter into a shared system raises an u…
1 month, 2 weeks ago
Constraint Satisfaction: The Hidden Logic Powering Smarter Legal AI
Legal work has always meant juggling overlapping rules, deadlines, budgets, and obligations — often all at once. This episode of Law explores the com…
1 month, 2 weeks ago
Fine-Tuning Open-Source LLMs: The Case for Custom Legal AI Agents
Off-the-shelf AI assistants are trained on everything — which means they're optimized for nothing in particular. For law firms handling specialized, …
1 month, 3 weeks ago
RAG in the Courtroom: Optimizing AI Retrieval for Legal Data Pipelines
AI tools are reshaping legal research — but the profession's zero-tolerance standard for error means that not every AI approach is fit for purpose. T…
1 month, 3 weeks ago
Prompt Engineering for Nested Legal Agent Chains
Multi-agent AI workflows are reshaping legal research and drafting — but they introduce a compounding risk that most practitioners haven't fully reck…
1 month, 3 weeks ago
Stateless vs. Stateful Agents: Choosing the Right AI for Your Legal Pipeline
Designing an AI-powered legal workflow is about far more than picking the right model — it's about understanding how your agents handle memory. This …
1 month, 3 weeks ago
Neural-Symbolic Reasoning: Why Legal AI Needs Both Brains and Rules
Legal AI is caught between two uncomfortable failure modes: large language models that hallucinate citations with supreme confidence, and rigid rule-…
1 month, 3 weeks ago