⚗️ Legal AI Lab · Monthly Series

Doing AI on Privileged Material –
Privately and Defensibly

Practical AI for legal and investigative professionals. Monthly discussions and demonstrations covering eDiscovery, investigations, document intelligence, and AI-assisted review. We explore techniques and tools from across the industry—including FreeEed, Claude, NotebookLM, Relativity, Reveal, and others—with a focus on solving real problems rather than selling software.

📅 Friday, July 17, 2026 · 1:00 PM CT · 2:00 PM ET · 45 min · Free

Session Format

0–5 min
The Setup — why “just use AI” is reckless advice for privileged material
5–20 min
The Privilege Trap — what really happens when a privileged document goes into a cloud AI tool (“private” vs. actually private) and how it can waive privilege
20–35 min
Defensible AI Review — the numbers that hold up in court — recall, elusion, precision, and ground-truth validation — with a published study as the worked example
35–45 min
Open Clinic — bring your hardest “can I use AI on this?” case and we work it live

Topics We're Exploring

AI document reviewEarly Case AssessmentEvidence discoveryPII & redactionFOIA / Open RecordsProductions & exportsInvestigationsSecure AI on sensitive data

Phase 0: We're running a demand-discovery probe. One reply like "show me how to find evidence faster" is worth more than 50 sign-ups. Your input shapes the agenda.

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No commitment — tell us what you'd find most useful and we'll shape the session around real needs.

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The Legal AI Lab is educational and reflects an engineering and technology perspective — not legal advice. Please consult your own counsel on any specific matter.

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