Research library

Share the work. Show the thinking.

A growing collection of notes on practical AI, legal technology, engineering, automation, and the products we are building.

01

Artificial intelligence

Designing practical, legible AI systems for real work.

Research notes coming soon
02

Legal technology

What it takes to make public legal information easier to navigate.

Field notes coming soon
03

Business operations

Reducing the friction between information, decisions, and action.

Product research coming soon
04

Engineering journal

Architecture decisions and lessons from building the Jellyfish platform.

Build notes coming soon

From the visual lab

Giving intelligence
a living identity.

These studies helped shape the character of Urban Jellyfish: adaptive rather than rigid, expressive rather than mechanical, and unmistakably alive.

Study 01

A spectrum of possibilities

Early explorations of one intelligence taking on different roles, contexts, and personalities.

Study 02

Organic by design

A visual study in making advanced technology feel expressive, approachable, and distinctly human.

Study 03

Intelligence in motion

The jellyfish as a living system: luminous, adaptive, connected, and always evolving.

An open notebook

Research should make the product—and the conversation around it—better.

Our first essays and engineering notes are in preparation.