Outlier.Systems Research · the open library

Research · in public

Fields, read as systems.

Every field we study ships here under the researcher's name, with its sources, and with the part we might have wrong said out loud. Each one is read the same way: stocks, flows, loops, delays, and a lever somewhere the consensus is not looking.

01

Blockchain, read as a system.

The hardest problems in crypto and in the DAOs that run it, drawn as loops. Five root causes, the governor the field voted against, where a small team can push, and the Dash DAO read on its own terms. Updated through October 2026.

October 2026 · Crypto · DAOs · Dash

The fields

Where the next readings come from.

Six places we build in and study. Each one gets the same treatment when its reading is ready.

How a study is made

Structure first, then one person inside it.

Davara reads first. She maps the system, names the loops and their delays, places the lever on Meadows' ladder, and predicts what moves second. Then a human walks one instance of the system at ground level and argues with her. What survives the argument ships, and every number carries its date and its source or is left out.

The weekly readings live at Semble Sense, and the models behind them at the corpus.

If a field you work in should be read here, write to August with the system and the one place you think it is pushed in the wrong direction. The first hour is $40.