Tanner Wilburn
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WASHINGTON, D.C.

Tanner
Wilburn

Attorney at Mayer Brown.
AI, cybersecurity, privacy & national security.

Tanner Wilburn

BACKGROUND

Before law, I worked in cybersecurity, with a focus on medical devices and radio frequency systems.

I still spend a lot of time building things. The projects below are personal work: ways to navigate a case record, handle routine tasks, and make research easier to inspect.

PERSONAL WORK

Projects

Tools for legal practice and security research.

LUCILLE / TASK ROUTINGILLUSTRATION
VOICE OR TEXT

A request

ON DEVICE

Timers
Reminders
Desktop actions

CLOUD

Research
Reasoning
Connected tools

A response on the desktop

This diagram shows the desktop architecture. Click Lucille anywhere on the page to chat.

PROJECT 01 VOICE / LOCAL TOOLS / AI

Lucille

A desktop assistant.

Lucille runs on a Mac mini. She combines voice, reminders, research, and desktop actions, routing requests between local tools and cloud models.

Her eyes show when she’s listening, thinking, or responding. Here, she moves with the page.

ARGUMENTATIVE / RECORD MAPFICTIONAL EXAMPLE
THE DISPUTED QUESTIONWas the delivery late?
COMPLAINT · ¶ 12↳ SOURCE

“The agreement required delivery by Friday. The goods arrived the following Monday.”

Click a position to follow it back to its source. Fictional text only.

PROJECT 02 LAW / ARGUMENTS / DOCUMENTS

Argumentative.

Litigation analysis across documents.

A litigation workspace that connects claims, responses, evidence, and rulings across filings. Follow a thread through the documents, inspect the source, and build a response with the record in view.

Source passages stay connected to the working analysis.

Public sample available · sign in for your workspace.

JEV / REVIEW THRESHOLDSYNTHETIC EXAMPLE

Confidence and review

85%
Party name98%Passes threshold
Defined term92%Passes threshold
Renewal date78%Review
Cross-reference61%Review

2 of 4 results sent for review.

Illustrative scores, not model outputs. A threshold is not a measure of correctness.

PROJECT 03 DECISION MODELS / EVALUATION

Jev

Experiments with decision models.

My experiments with TypeSafe’s Jev decision model explore how to turn qualitative questions into structured results—and how to test those results before relying on them in a workflow.

Question design, calibration, and human review.

Jev is TypeSafe’s model. The experiments and workflow design are mine.

ABYSSAL / SEARCH ARCHITECTUREILLUSTRATION
A research question
Rank · Deduplicate · Synthesize
An answer with citations [1] [2]

Specialist workers search Tor hidden services and I2P directories.

PROJECT 04 SECURITY / RESEARCH

Abyssal

A dark web search agent.

Specialist agents search across Tor, I2P, Telegram, and public sources, then rank and combine their findings into cited answers.

For security investigations and incident response.

Research prototype · the illustration makes no live searches.

SOURCE & EXPERIMENTS GitHub

CONTACT

Contact

For project questions and conversations about legal technology.

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Tanner’s assistant · website chat

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