UNESCO-aligned · governance-first

Building governance-first
AI for Culture pilots
with an analogue-first method.

SOPHIA Universe constructs peace in the minds of men and women and in our relations with machines. We translate UNESCO principles into practice: analogue-first learning, community stewardship, responsible digital companions.

Field-tested Multi-platform ready Community-anchored
See working PoCs How we work AI Ethics Manifesto ↓
01

Portfolio

Working proofs of concept and active field labs demonstrating the SOPHIA approach.

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Method

Bartók 3.0 analogue-first field methodology with governance-first architecture.

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03

Connect

Partner with SOPHIA as a pilot host, education partner, or technology integrator.

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Proof of work

Featured Nodes

All pilots →
Live PoC

SOPHIA Pannonhalma

A working digital companion demonstrator with curated knowledge and safe access architecture.

Live PoC

SOPHIA Lake Turkana

Field-linked knowledge companion showcasing governance-first design in a remote cultural context.

In progress

Tihany Field Lab

Bartók 3.0 field module → structured, governed digital layer. Next PoC in pipeline.

How it works
Encounter & fieldwork
→
Provenance / consent structuring
→
Digital companion (portable)

What partners get

  • Risk reduction by design: provenance & consent logic, clear internal/public rules, and accountability safeguards built in from day one.
  • Portable reference pilots: working PoCs (Pannonhalma, Lake Turkana) plus an active field lab pipeline (Tihany).
  • Multi-platform readiness: a collaboration model that supports integration across environments without redesigning from zero—faster trust-building and clearer pathways from first meeting to scoped pilots.
Where we test it & what we build

Portfolio

Working proofs of concept, field labs, and thematic streams demonstrating the SOPHIA approach at scale.

Live

SOPHIA Pannonhalma

A working digital companion demonstrator—curated knowledge with safe, governed access.

co-deploy / integrate / sponsor

Live

SOPHIA Lake Turkana

Field-linked knowledge companion showcasing governance-first design in a remote context.

co-deploy / integrate / sponsor

In progress

Tihany Field Lab

Bartók 3.0 field module → structured, governed digital layer. Next PoC in the pipeline.

co-develop / field partner

Coming

Aquae Pilots

Water heritage + hydro-ethical governance field pilots. Details forthcoming.

early partner inquiry welcome

How we work

Method

We start in lived reality. We build only what can be governed: provenance, consent, access, and accountability.
01

Bartók 3.0 — Analogue-first → Digital-second

  • Field encounter / listening
  • Community meaning-making
  • Structured documentation
  • Responsible digital synthesis
02

Governance-first primitives

Provenance Consent Access Redress

Internal vs public rules (safe-by-design). Every pilot is built with explicit accountability safeguards from day one.

03

Chrono-TOLMA — Topo · Logos · Materia

Place (Topo) Meaning (Logos) Material reality (Materia)

A partner-compatible analytical lens grounding every project in its geographic, narrative, and material specificity.

04

Multi-platform readiness

Designed for integration and scalable deployment across environments. A collaboration model that supports integration without redesigning from zero—so partners move faster from first meeting to scoped pilots.

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Related reading

Foundational document

SOPHIA AI Ethics Manifesto

The SOPHIA AI Ethics Manifesto, developed under the auspices of the Hungarian National Commission for UNESCO, is inspired by Béla Bartók's call to seek the "pure, fresh and healthy source". It places analogue-first practices, narrative and digital-cultural sovereignty, and participatory, co-creative AI at its heart. The Manifesto calls for AI systems to be designed as companions rather than extractive machines, serving community wisdom, dignity and peace – at locally and planetary scale.

The SOPHIA AI Ethics Manifesto was developed by the Hungarian National Commission for UNESCO in dialogue with international partners. Building on Béla Bartók's legacy of seeking the "pure, fresh and healthy source", the text underlines that artificial intelligence is not only a technological issue, but also a cultural, ethical and community-based one. It highlights:

  • an analogue-first approach,
  • narrative and digital-cultural sovereignty of communities,
  • co-design, co-creation and fair share,
  • the construction of peace and planetary consciousness by the alignment of humans and machines.

The Manifesto is an invitation to institutions, communities and developers who wish to place AI at the service of the common good, human dignity and cultural diversity.

If you wish to endorse the Manifesto, please send an email expressing your support to PhD Gábor Soós at blueprompt@sophiauniverse.org. Feel free to share the Manifesto. Comments and suggestions are also welcome, including proposals for collaborations for concrete actions.

Download PDF

From principles to practice:

Partner with SOPHIA

Connect

Get in touch

Email blueprompt@sophiauniverse.org
LinkedIn SOPHIA Universe
Web sophiauniverse.org

What we need now

  • Institutional partners ready to co-host or co-develop a governed field pilot at an existing cultural or educational site.
  • Technology integrators with experience in knowledge management, AI companion deployment, or digital heritage infrastructure.
  • Funders and sponsors aligned with UNESCO principles and open to multi-year, field-grounded innovation models.

Partner with SOPHIA as a

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SOPHIA Pannonhalma — Live Demo
SOPHIA Lake Turkana — Live Demo

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