WORK

What we are building now, with its status stated plainly.

Current research becomes a case study only after the work is measured.

/workCultureOS Labs · 2026

CURRENT RESEARCH

Questions in practice.

Exploratory / Research pilot

Tom of Finland Foundation

A research environment testing how AI can support catalogue raisonné scholarship while preserving human authority, alongside infrastructure, preservation, search, and records.

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In development

Open Cultural Evidence Framework

An open framework connecting assertions, evidence, uncertainty, provenance events, contradictions, and human review.

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Ongoing

AI Research Evaluation

Measuring extraction accuracy, hallucination rate, provenance accuracy, labor savings, and the share of assertions needing correction.

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START HERE

What is your institution carrying?

We start with the one workflow costing you the most.