In preparation
Why catalogue raisonnés cost millions
The economics of exhaustive scholarly research.
JOURNAL
Notes from the work.
Research writing will appear here as methods and measurements are ready to publish.
/journalCultureOS Labs · 2026
IN PREPARATION
The questions behind the system.
In preparation
AI should expand scholarship, not replace scholars
A division of labor built around authority.
In preparation
From semantic search to evidence intelligence
What changes when retrieval becomes accountable reasoning.
In preparation
Representing uncertainty in cultural AI
Why unknown is an essential system state.
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What is your institution carrying?
We start with the one workflow costing you the most.