Podcast Episodes
Back to SearchWhy Legal AI Needs Rules, Not Just Vibes: The Case for Hybrid Agents
Legal and compliance work demands more than a confident answer — it demands a traceable one. This episode of Law.co breaks down why large language mo…
3 weeks, 1 day ago
Why Contract AI Needs Hard Rules, Not Just Smart Guesses
AI is already reshaping contract review, but a confident-sounding language model and a reliable one are not the same thing. This episode of Law.co ex…
3 weeks, 5 days ago
Deterministic Rollout: The Legal Tech Standard That Closes the Gap Between Compliance and Contempt
Legal software failures aren't just embarrassing — they can be case-altering. This episode of Law.co examines deterministic rollout strategies: the d…
4 weeks, 1 day ago
Policy-As-Code: How Law Firms Can Govern AI Agents at Silicon Speed
AI agents are already embedded in law firm operations — drafting documents, running conflict checks, researching precedent — and the governance frame…
4 weeks, 1 day ago
Semantic Versioning for Agentic Legal Workflows: A Shared Risk Vocabulary
Agentic AI workflows are reshaping how law firms draft, research, and file — but every update to a prompt, model, or knowledge base carries real lega…
1 month ago
Automated Schema Evolution in Long-Lived Legal AI Systems
Legal AI systems are only as reliable as the databases underneath them — and those databases were rarely built with decades of statutory change in mi…
1 month ago
Probabilistic Risk Scoring: How AI Assigns Honest Odds in the Courtroom
For generations, experienced litigators have communicated risk in shades of gray — "I'd put us at around sixty percent" — while the software meant to…
1 month ago
Self-Supervised Alignment: Teaching Legal AI to Think Like Your Firm
Every law firm has a way of doing things — argument structures, citation habits, clause conventions, risk thresholds — refined over years of partner-…
1 month ago
Orchestrating Legal AI Agent Teams With Dynamic Role Assignment
Multi-agent AI systems are reshaping how legal work gets done — but wiring together a team of unlike tools is harder than deploying any single one. T…
1 month ago
AI Sub-Agents vs. Legal Tables: The Extraction Revolution
Legal tables are everywhere in transactional and compliance work — and they are notoriously difficult to process accurately at scale. Merged cells, l…
1 month ago