Architecture of the ANDRBEL Research Program

ANDRBEL Research Program


Architecture of the ANDRBEL Research Program

Research ProgramFundamental ProcessStructural Object
Cognitive Structuralism AndrBelArtistic InvestigationArtistic Systems and Research Modules
Cognitive StructuralismEmergenceCognitive Structures
Artistic Continuity InfrastructureContinuityContinuity Structures
ADAS Framework SeriesPreservationOntological Structures & Preservation Dimensions (Structural Properties)
AFM — AndrBel Framework MethodologyKnowledge GenerationPreservation Dimensions

What Makes a Digital Object Part of Culture?
From Artistic Practice to the ANDRBEL Research Program

For many years, my primary work has been painting. My artistic practice was never separated from research. Every series, every system, and every body of work emerged from questions that painting itself could not fully answer.

Those questions gradually expanded beyond the canvas.

The first stage of this journey became Cognitive Structuralism—a research direction investigating how perception constructs reality through cognitive structures. Alongside this broader theoretical framework, Cognitive Structuralism AndrBel developed as the conceptual foundation of my own artistic practice, describing the systems, series, and structural logic that shape my work as an artist.

This research was later published through Research Catalogue as Cognitive Structuralism (Paper #3).

However, one question remained unanswered.

What happens to an artwork after it is created?

How does an artistic practice continue across time?

How can artistic continuity be preserved beyond documentation alone?

These questions led to two further studies.

Paper #1 – Artist Legacy Infrastructure explored why an artist needs more than an archive.

Paper #2 – Artistic Continuity Infrastructure demonstrated that artistic legacy requires governance, continuity, and institutional structures rather than simple documentation.

As these investigations progressed, the focus gradually shifted from artistic practice itself toward the infrastructure that supports cultural continuity.

This transition gave rise to the ADAS Framework Methodology (AFM) and the broader ADAS Framework Series, introducing a structural methodology for investigating Cultural Digital Assets.

At this point, a much larger question emerged:

What actually constitutes a Cultural Digital Asset?

The answer turned out to be far more complex than simply connecting culture with blockchain technologies or NFTs.

Not every digital asset is cultural.

Not every NFT represents cultural value.

And not every digital representation of an artwork should automatically be considered a Cultural Digital Asset.

Understanding these distinctions required an entirely new research methodology.

This led to the development of the Digital Asset Profile (DAP) methodology.

Each DAP investigates one specific class of potential Cultural Digital Assets.

The research currently includes:

DAP 0 — foundational investigation;
DAP 0A — Physical Cultural Objects and Cultural Digital Assets;
DAP #1 — Native Digital CDA;
DAP #2 — Digital Representation CDA;
DAP #3 — Limited Digital Edition CDA;
DAP #4 — Native Digital Artwork CDA;
DAP #5 — Generative Edition CDA;
DAP #6 — Combinatorial Generative CDA;
DAP #7 — Institutional Artist Passport CDA;
DAP #8 and DAP #9, currently in development, investigate AI-generated digital and physical-digital cultural objects.

The purpose of these investigations is not to classify technologies.

It is to determine under which structural conditions a digital object becomes part of cultural infrastructure.

The cumulative findings of these investigations are being consolidated into CDA Protocol v1.0, a structural protocol intended to provide a consistent framework for identifying, evaluating, governing, and preserving Cultural Digital Assets.

As the research matured, another realization became increasingly clear.

If Cultural Digital Assets are to be understood through open, internationally applicable principles, the resulting protocol cannot remain attached to a single researcher, artwork, or implementation.

It requires an independent institutional environment capable of supporting future development, collaboration, and international participation.

This realization led to the establishment of the CDA Standards Organization, an independent initiative being developed to support the future evolution of open standards for Cultural Digital Assets. The organization emerged from the research but is intended to develop as an open institutional platform through collaboration with museums, galleries, cultural foundations, ministries of culture, research institutions, technology organizations, and other international participants.

In parallel, another practical question emerged:

How can these research principles become usable infrastructure for artists, collectors, institutions, and future generations?

This question is being addressed through MADO cod ART, a project developing practical systems for artistic continuity, cultural documentation, governance, provenance, succession, and long-term preservation.

Today, these research directions form an interconnected ecosystem rather than separate projects.

Cognitive Structuralism investigates how perception constructs reality.

Cognitive Structuralism AndrBel describes the structural foundations of my own artistic practice.

Artistic Continuity Infrastructure investigates how artistic practice continues through time.

The ADAS Framework Series investigates the structural properties of Cultural Digital Assets.

The DAP research series examines different classes of Cultural Digital Assets through empirical investigation.

CDA Protocol seeks to consolidate these findings into an open structural protocol.

The CDA Standards Organization provides the institutional environment for the future evolution of these standards.

MADO cod ART transforms research into practical cultural infrastructure.

Together, these components form The Cultural Research Ecosystem of the ANDRBEL Research Program.

The program did not begin with an intention to create a protocol, a standards organization, or an infrastructure project.

It began with questions arising from artistic practice.

Each answer generated new questions.

Each investigation revealed new structural relationships.

Over time, what began as research into painting evolved into a broader investigation of continuity, governance, digital culture, and institutional infrastructure.

The ANDRBEL Research Program continues to develop through the same principle that initiated it:

Every answer should generate a better question.

Learn more

ANDRBEL Research Program
https://andrbel.art/concepttheory/ANDRBEL_Research_Program/

Research Portfolio
https://www.singulart.com/en/artist/andr-bel-66348

CDA Standards Organization
https://cdastandard.org/

MADO cod ART
https://madocod.art/

Communication architecture

DEEP RESEARCH LAYER
ANDRBEL Research Program
ADAS Framework Series
DAP Research Series
Comparative Analysis
SKM
AFM v2.0
AFF

NORMATIVE LAYER
CDA Protocol

INSTITUTIONAL LAYER
CDA Standards Organization

IMPLEMENTATION LAYER
MADO cod ART

USER VALUE
Artists
Galleries
Museums
Collectors
Estates
Auction Houses
Foundations
Platforms


The research should not be simplified. Its interface should be simplified.


For the outside world, the first visible result of the research is to be the CDA Protocol. The first clear proof of its practical necessity—MADO cod ART.

What will happen to your artworks, archive, authorship, provenance, prices, heirs, and institutional history in 20, 30, or 50 years?
How can the risks associated with provenance, estates, represented artists, succession, and long-term market continuity be mitigated?
How can long-term identity, provenance, governance, and continuity be ensured for digital and hybrid cultural objects?
What exactly am I buying, how will this be verified years down the line, and what will happen to this cultural object if platforms, owners, institutions, or heirs change?


Research ProgramCentral questionCentral object
Cognitive StructuralismHow does reality emerge?Reality
Artistic Continuity InfrastructureHow does artistic practice persist?Practice
ADAS Framework SeriesHow does cultural infrastructure endure?Infrastructure
AFM — AndrBel Framework MethodologyHow is structural knowledge generated?Knowledge

Accordingly, the broader research program investigates four complementary structural processes governing the existence of cultural systems:

  • Emergence;
  • Continuity;
  • Preservation;
  • Knowledge Generation.

Four interconnected processes:

  • Emergence—how structures of perception emerge.
  • Continuity—how artistic practice is maintained.
  • Preservation—how cultural infrastructure is preserved.
  • Knowledge Generation—how structural knowledge is reproducibly explored and formed.

Architecture of the entire research program AndrBel

Research Program

Research Object

Research Methodology

Framework

Theory

The program includes five interconnected levels:

  • Theories – Theories explain structural processes of emergence, continuity, and preservation;
  • Methodology (AFM) – explains how to conduct reproducible structural cultural research, Methodology explains how structural knowledge is reproducibly generated;
  • Research Language (SRL) – provides a common methodological language for scholarly dialogue across diverse cultural studies;
  • Vocabulary (ADAS Glossary) – establishes common definitions and terminological consistency;
  • Reference Implementations (DAP) – demonstrate the application of theory and methodology to specific cultural projects.

AFM, SRL, Glossary

DocumentCentral QuestionFunction
AFMHow do we investigate?Methodology
SRLHow do we communicate Structural Research?Conceptual language
ADAS GlossaryWhat does each structural concept mean?Terminological reference

ANDRBEL 

Research Program

Cognitive Structuralism

Research Object

Cognitive Structures

Research Methodology

(future CS methodology)

Artistic Continuity Infrastructure

Research Object

Continuity Structures

Research Methodology

(future ACI methodology)

ADAS

Research Object

Structural Properties

Preservation Dimensions

Research Methodology

AFM

The Cultural Research Ecosystem of the ANDRBEL Research Program

THEORETICAL LEVEL

  • Cognitive Structuralism
  • Artistic Continuity Infrastructure
  • ADAS Framework Series

Explains cultural Structural Objects.

METHODOLOGICAL LEVEL

  • AFM — AndrBel Framework Methodology
  • Structural Investigation Protocol
  • Research Design Workshop

Explains how reproducible Structural Research is conducted.

CONCEPTUAL–COMMUNICATIVE LEVEL

  • SRL — Structural Research Language
  • *SCN — Structural Concept Network (?)

Provides a common conceptual language and organizes the conceptual architecture supporting Structural Research.

TERMINOLOGICAL LEVEL

  • ADAS Glossary

Preserves conceptual precision and terminological stability across the research program.

APPLICATION LEVEL

  • DAP — Demonstration / Reference Implementations

    Demonstrates the practical application of Structural Theory and Methodology within cultural research.

DOCUMENTS: Published research to read


ANDRBEL Research Program

Cognitive Structuralism

ANDRBEL Research Program

Artistic Continuity Infrastructure

ARTHALL Papers #1

(Theory)


ARTHALL Papers #2

(Theory)


ARTHALL Papers #4

ANDRBEL Research Program

ADAS

Research Program


Evolution of the ADAS Framework Series


Structural Research Language (SRL)


AFM — A Methodology for Structural Research
(Methodology)


ADAS Framework Series v1.0
(Theory)
AUF #1
AGF #1
ASF #1

ATF #1
AIF #1
ACF #1


ADAS Glossary

ADAS Glossary v1.0 

Cultural Digital Assets (CDA)


DAP 0 - Foundations of Cultural Digital Assets 


Research Design Workshop



Research Applications / Demonstration and Validation Projects

DAP #1
DAP #2
DAP #3
DAP #4
DAP #5
DAP #6
DAP #7


CDA Protocol v1.0



Real Cultural Infrastructure

CDA Standards Organization

MADO cod ART

The first full version of the ADAS Framework Series v1.0 has been completed, including:

  • AFM as a methodological foundation;
  • six interconnected frameworks forming a unified theoretical system;
  • a developed ontological architecture (Utility → Governance → Trust → Structural Sustainability → Structural Coherence → Structural Legitimacy);
  • a two-phase model (Ontological Foundation and Structural Reinforcement Layer);
  • an Initial Research Domain and an Extended Application Domain;
  • a transition from an applied problem to a general structural theory of cultural infrastructure preservation.

Importantly, the theory is not declared universal without justification. On the contrary, it maintains an academic caution: its Initial Research Domain remains Cultural Digital Assets, while its applicability to museums, archives, universities, foundations, and other cultural institutions is defined as an Extended Application Domain, open to further research and testing.

Cultural Digital Assets


A Structural Class is an ontological category of Cultural Digital Assets distinguished by the manner in which cultural identity originates, is represented, or is institutionally maintained within a Trusted Cultural Ecosystem.


The Structural Classification of Cultural Digital Assets is determined by the origin and structural identity of the cultural asset rather than by the digital technologies through which it is implemented.

Structural Classification of Cultural Digital Assets

I. Ontological Classification

  • Class I — Native Digital CDA
  • Class II — Digital Representation CDA
  • Class III — Limited Digital Edition CDA

II. Functional Classification

  • Class IV — Institutional CDA
  • Transactional CDA
  • Governance CDA
  • Archival CDA
  • ...

The question arises

  • At what point does a digital object become a Cultural Digital Asset?
  • When does a digital object become a Cultural Digital Asset?

Structural Emergence

Structural Emergence is the progressive formation of the Ontological Foundation through which a digital object acquires the identity of a Cultural Digital Asset.

Principle of Progressive Emergence

The identity of a Cultural Digital Asset develops progressively through the establishment of complementary Structural Properties rather than through instantaneous technological creation.

ANDRBEL Research Program

The Complete Logic of the ANDRBEL Research Program

The entire program develops from artistic practice to institutional cultural infrastructure:

Artistic Practice

Cognitive Structuralism

Artist Legacy Infrastructure

Artistic Continuity Infrastructure

ADAS Framework Series

DAP Research Series

Comparative Synthesis

CDA Protocol v1.0

CDA Standards Organization

Independent Implementations


Interconnected cultural research complex:

  • Cognitive Structuralism AndrBel - Artistic practice AndrBel;
  • Cognitive Structuralism explores the emergence of perceived reality;
  • Artistic Continuity Infrastructure — preservation of artistic practice over time;
  • ADAS Framework Series — structural properties and conditions for the preservation of cultural infrastructure;
  • AFM — a method of reproducible formation of structural knowledge;
  • DAP — application of the methodology to specific classes of potential CDA;
  • CDA Protocol — consolidation of results into a single open structural protocol;
  • CDA Standards Organization — independent institutional environment for the future development of the standard;
  • MADO cod ART — practical infrastructural implementation of research principles.

Thus, the program does not have one linear theme, but four fundamental processes:

Emergence
Continuity
Preservation
Knowledge Generation

And four corresponding research objects:

Reality
Artistic Practice
Cultural Infrastructure
Structural Knowledge

ADAS exact position

ADAS is not a standard per se.
It is a research system that answers the question:
  • What structural properties enable a cultural digital infrastructure to emerge, persist, and remain institutionally sustainable?
Six framework documents form the theoretical architecture:

Utility

Governance

Trust

Structural Sustainability

Structural Coherence

Structural Legitimacy

Therefore, the ADAS Framework Series provides the Protocol with:
  • research questions;
  • conceptual definitions;
  • structural properties;
  • models;
  • domains;
  • metrics;
  • principles;
  • comparative criteria.
However, the series itself should not automatically become a normative text. The Standards page already draws the right line: ADAS provides a methodological and conceptual framework, while the CDA Protocol should contain normative definitions, minimum requirements, registry attributes, conformance rules, and implementation guidance.

This is one of the key principles for future work.

Role of DAP #0–#9

The DAP Research Series serves as an intermediary between theory and standard.

ADAS
What structural properties matter?

DAP
How do these properties behave in concrete cases?

Comparative Analysis
Which findings remain stable across cases?

CDA Protocol
Which stable findings can become shared requirements?


A DAP should not simply answer:
  • Is an object CDA?
Each DAP should establish:
  • the origin of cultural identity;
  • the nature of the digital object;
  • relationship with the physical object;
  • structural properties;
  • governance;
  • provenance;
  • continuity;
  • risks;
  • classification;
  • limits of qualification;
  • protocol implications.

A new division is especially important:
Foundational Cases
  • DAP 0;
  • DAP 0A;
  • DAP #1–#7.
Boundary Cases
  • DAP #8;
  • DAP #9;
  • subsequent AI, evolving, collective, interactive, and autonomous cases.

This means that the CDA Protocol v1.0 must be based not only on supporting examples, but also on objects that test the limits of its terms and requirements.

The central role of DAP 0A

DAP 0A is not an additional special case.

It is an ontological node between:

Physical Cultural Object

Cultural Digital Asset

Cultural Infrastructure

It must determine:
  • Is culturality an intrinsic property of an object?
  • Does it arise through relationships and infrastructure?
  • Are Cultural Potential, Cultural Recognition, and Cultural Status distinct?
  • Does CDA inherit the status of a physical object?
  • Can CDA acquire independent status?
  • Can a structured CDA influence the institutional visibility of a physical work?
  • Where are the boundaries between representation, record, asset, and cultural object?
Without DAP 0A, the future protocol risks using the words culture, cultural object, physical object, and cultural status as implicitly understood categories.

CDA Protocol v1.0

The CDA Protocol must fulfill a fundamentally different function than research.
It must transform:

Research finding

Shared structural understanding

Normative concept

Requirement

Attribute

Evidence

Conformance

Its purpose is already clearly defined on the Standards page: a common structural framework through which a digital object can be documented, managed, verified, implemented, and stored as a Cultural Digital Asset. The protocol must remain independent of any specific blockchain, registry, software provider, or commercial platform.

Therefore, the CDA Protocol v1.0 must define at a minimum:
1. Scope
What exactly the Protocol regulates.
2. Normative terminology
Cultural Digital Asset, Cultural Purpose, Cultural Identity, Structural Property, Trusted Cultural Ecosystem, and related concepts.
3. Qualification model
Under what conditions a digital object can qualify as a Cultural Digital Asset. 

4. Classification model
Ontological, functional, and possibly relational or implementation classifications.
5. Minimum CDA Record
Required and optional fields.
6. Research relationship
How the DAP Research Record relates to the registered CDA Record.
7. Governance requirements
Responsibility, authority, stewardship, succession, revision, dispute, and transfer.
8. Trust and verification requirements
Evidence, provenance, authenticity, disclosure, security, and review.
9. Utility documentation
Not a promise of utility, but a documented cultural function.
10. Economic structure disclosures
Economic architecture without assessing investment attractiveness.
11. Interoperability
Transferability and preservation of structural identity between systems.
12. Preservation and continuity
Technical, institutional, and semantic continuity.
13. Conformance model
What does conformance to Protocol v1.0 mean?
14. Versioning and lifecycle
How the Protocol evolves and how previous versions are preserved.

The Protocol does not define cultural value.
The Standards page already sets the correct limit:

The CDA Protocol must not:

  • evaluate artistic quality;
  • declare an object culturally valuable;
  • guarantee financial performance;
  • replace museums, archives, or cultural bodies;
  • automatically grant institutional recognition;
  • produce scientific conclusions in lieu of a research program.
This means that the Protocol does not answer the question:
  • Is this good art and is it culturally important?
But rather the question:
  • How are the cultural purpose, provenance, identity, rights, governance, evidence, and continuity of this digital object structured, disclosed, and preserved?
The formula should remain:
  • The CDA Protocol standardizes cultural structures and disclosures. It does not standardize culture itself.

Three functions that cannot be mixed

A fundamentally important distinction has already appeared on the Standards page:

DAP investigates
CDA Protocol registers and discloses
Structural Knowledge Matrix compares


Research examines structural claims.
Registry records and discloses claims.
SKM compares research results.
Neither level should replace the other.

This means that before the final Protocol, we will indeed need:
  • completed DAPs;
  • Comparative DAP Analysis;
  • Structural Knowledge Matrix;
  • translation of robust results into regulatory requirements.
But we can already build the architectural framework of the Protocol without prematurely filling in all the regulatory requirements.

CDA Standards Organization

The CDA Standards Organization is not an extension of the artist's personal brand, nor is it the commercial owner of Protocol.

Its functions are:
  • standard steward;
  • coordination of standards development;
  • independent evaluation of research proposals;
  • Working Groups;
  • consultation;
  • publication of versions;
  • preservation of standards history;
  • governance of revision processes.
The organization positions itself as an independent steward of open institutional standards, not as a commercial technology company, marketplace, blockchain platform, investment fund, or certification vendor.

The model in effect is:

ANDRBEL Research Program

generates research and structural knowledge

CDA Standards Organization

evaluates, governs, and standardizes

Independent Implementations

apply the standard


This is consistent with the Dual Institution Model as articulated on the website:

Research creates knowledge.
Standards create shared requirements.

Institutional Architecture v1.0 and CDA Charter

These documents supersede operational development in various functions.

CDA Charter v1.0

The Charter is the highest normative document of the Organization. It enshrines the permanent constitutional principles:
  • scientific independence;
  • institutional neutrality;
  • technological neutrality;
  • cultural primacy;
  • openness;
  • transparency;
  • continuity;
  • international collaboration.
All future governance structures, operating regulations, standards procedures, and Protocol development processes must comply with the Charter.

Therefore:

CDA Charter

Institutional Architecture

Standards Development Procedures

CDA Protocol

Implementation Profiles and Guides

The Protocol cannot contradict the Charter.

Institutional Architecture v1.0


The Institutional Architecture defines:
  • why the Organization is necessary;
  • how independence is maintained;
  • governance bodies;
  • standards stewardship;
  • research function;
  • Working Groups;
  • Secretariat;
  • financial sustainability;
  • International participation;
  • Standards Lifecycle;
  • Relationships with independent implementations.
It is especially important that a standard is understood not as a once-and-for-all text, but as a lifecycle:

Cultural Need

Research

Shared Structural Understanding

Standard

Independent Implementation

Institutional Experience

Evidence and Reflection

Revision

Renewed Standard

Long-Term Stewardship

This sequence has no final point: stewardship again gives rise to observation, research, and future versions.

subsequence:

DAP 0

DAP 0A

Physical Cultural Objects and Cultural Digital Assets

DAP #1–#7

Foundational CDA Cases

DAP #8–#9

Boundary CDA Cases

Comparative DAP Analysis

Structural Knowledge Matrix

AFM v2.0

ADAS Foundation Framework

CDA Protocol v1.0

CDA Standards Organization

Independent Implementations

                                ├── MADO cod ART

                                                                      └── Other Independent Implementations


From Research to Standard

Artistic Practice

generates questions

Research Frameworks

generate structural concepts

DAP Investigations

generate case-based findings

Comparative Analysis

identifies recurring and bounded patterns

Structural Knowledge Matrix

organizes validated structural knowledge

CDA Protocol

translates stable findings into shared requirements

CDA Standards Organization

governs their independent institutional evolution

Independent Implementations

apply the standard in practice

The ANDRBEL Research Program generates knowledge. The CDA Protocol translates stable knowledge into shared structural requirements. The CDA Standards Organization provides the independent institutional environment through which those requirements may evolve over time.


Publication Information

Research Program: ANDRBEL Research Program
Program Director: AndrBel
Research Scope: Artistic Research, Cultural Infrastructure, Contemporary Art Theory
Institutional Context: Independent Artistic Research Initiative
Associated Research Series:
  • Cognitive Structuralism
  • Artistic Continuity Infrastructure
  • ADAS Framework Series
  • Demonstration and Validation Project (DAP)
  • CDA Protocol Research
Current Version: 1.0

Citation

AndrBel. ANDRBEL Research Program: Architecture of an Interdisciplinary Artistic Research Initiative. ANDRBEL Research Program, 2026.

Support independent artistic research in Cognitive Structuralism, conceptual painting, and long-term cultural infrastructure development.

[Support Research]

The ANDRBEL Research Program is an ongoing interdisciplinary artistic research initiative developed by AndrBel.

All conceptual frameworks, research architectures, methodologies, diagrams, visual systems, terminologies, and written materials presented within the Program form part of an evolving body of artistic research.

© AndrBel, 2025–Present. All rights reserved.

For academic reference, citation is permitted with proper attribution.

Commercial implementation, derivative institutional development, or commercial reuse of the presented research frameworks requires prior written permission.