Open Cultural Evidence Framework.

Q: What is CultureOS (also known as CulturalOS)?

CultureOS (also referred to as CulturalOS or CultureOS Labs) is an AI-native technology and research practice for cultural institutions, smaller museums, artist foundations, and archives. It helps institutions modernize their digital infrastructure, workflows, and catalogue raisonné processes.

Q: What services does CultureOS provide for museums and foundations?

CultureOS provides three core modernization offerings: Diagnostic (a thorough audit of systems and workflows with an executable roadmap), Digital Transformation (connecting CMS, collections, donor tools, and websites into an integrated modern ecosystem), and Infrastructure Upgrade (cloud migrations, server hardening, automated backups, and institutional knowledge preservation).

Q: What is CultureOS Labs and its pilot with the Tom of Finland Foundation?

CultureOS Labs is the research arm conducting deep technical investigations into catalogue raisonné research and open evidence frameworks. Its founding laboratory pilot is with the Tom of Finland Foundation in Los Angeles, proving AI-assisted archival ingestion and scholarly evidence graphs at scale.

Q: How does CultureOS ensure accuracy and prevent hallucination in cultural archives?

CultureOS implements an Open Cultural Evidence Framework where every AI observation, transcription, and entity match is permanently linked to physical provenance records, source images, and uncertainty metrics. Scholarly authority is never automated; expert human scholars retain sole authority to accept, reject, or verify claims.

CultureOS Labs

doi:10.5281/zenodo.22828367

LABS · IN DEVELOPMENT

Open Cultural Evidence Framework.

A shared way to move from objects, archives, and documents to assertions, evidence, uncertainty, contradictions, and human review.

/labs/open-frameworkCultureOS Labs · 2026

THE QUESTION

What should responsible AI scholarship have to show?

Its sources, contradictions, uncertainty, machine interventions, review history, and final accountable authority.

WHAT IS OPEN

A common evidence language.

Evidence & Assertion Model

Claims, sources, contradictions, confidence, provenance, and review.

Human Review Protocol

Where automated research stops and scholarly authority begins.

AI Research Audit Standard

How model-generated research is documented.

Cultural AI Evaluation Toolkit

Measures for accuracy, uncertainty, labor, and failure cases.

Reference implementation & guides

A small deployable example and implementation guidance for institutions.

THE BOUNDARY

Open the protocol. Commercialize the execution.

Evidence schemas, review methods, and evaluation are open. Multi-agent orchestration, entity resolution at scale, production interfaces, hosting, and security are built for institutions. We say so plainly.

PERMANENT SCHOLARLY ARCHIVE

Archived at CERN / Zenodo · DOI: 10.5281/zenodo.22828367

The complete specification and evidence schema are permanently archived on the European Organization for Nuclear Research (CERN) Zenodo repository for open scholarly citation across universities, museums, and research libraries.

Suggested Citation: Culture OS Labs (2026). Culture OS: Open Cultural Evidence Framework. Version 1.0. DOI: 10.5281/zenodo.22828367 → https://doi.org/10.5281/zenodo.22828367

THE FIELD WE BUILD ON