Unicist Ontogenetic Maps and Unicist Ontology

Emulating the ontogenetic intelligence of nature

Ontogenetic maps describe the nature of things. This nature is defined by the underlying concepts that are approached using a unicist ontological approach. The Unicist Ontology describes the nature of reality by emulating the ontogenetic intelligence of nature. Therefore there is an ontological logic to understand the nature of reality. Nature is not a question of opinion. From a functional point of view, the nature of a specific reality is unique. Therefore there can only be “one” unicist ontology of something.

Ontogenetic maps and Unicist Artificial Intelligence

Unicist Artificial Intelligence is based on the use of ontogenetic maps and their pilot testing process to ensure their functionality and learning. Ontogenetic maps describe the conceptual structure of a specific complex adaptive system or environment. They define the “DNA” of a specific function by defining the concepts and fundamentals that drive the root causes and root drivers of the system.

The unicist ontogenetic maps are built using the double dialectical logic that emulates the ontogenetic intelligence of nature and its evolution.

They were developed to deal with universal solutions in order to be cross-cultural and timeless. Therefore, they need to be transformed into operational structures to deal with specific solutions that are adapted to a specific environment. These specific ontogenetic maps are used in the development of solutions using artificial intelligence.

Therefore, the ontogenetic maps of specific functions are part of the Unicist AI Monitor. Based on the laws of evolution, that have been transformed into logical rules, they allow managing the functionality and evolution of the adaptive function they describe and define.

The understanding of Unicist Artificial Intelligence requires understanding the Unicist Ontology that establishes the structure of the Ontogenetic Maps which define the DNA of a function and provide a GPS when dealing with complex adaptive systems or environments.

Introduction to Unicist Ontology

Being influenced by the environment, the unicist approach went through a scientific and philosophic approach in its discovery process. The final “maturity” was achieved when it was established in the field of the research on adaptive systems using a complexity science approach.

Unicist OntologyUnicist ontology has an extreme difference with a philosophical approach. Its purpose is not to exert influence but to generate added value.

What it has in common with philosophy is the action of apprehending the nature of reality. But, being its objective the adding of value, it needs to have secure knowledge in order to produce added value.

It has to be said that in order to exert influence, which is the objective of philosophy, there is no need for the knowledge to be true. To exert influence it is necessary that the knowledge is believed. The functionality is a secondary issue.

An example of this aspect is Marxism. The dialectical approach of Marx is an aprioristic fallacy although it has been believed as as being true for many years.

Comparison of Ontologies with the Unicist Ontology

Comparison of: Ontology (Philosophy)
Aristotle, Wolff,
Kant and others
Ontology (Information Science)
Gruber, Sowa, Arvidsson and others
Unicist Ontology (Complexity Sciences)
Peter Belohlavek
Purpose Knowledge acquisition Information and knowledge acquisition Managing complex adaptive systems and adaptive processes
Foundations Discovery Shared expert opinions Ontogenetic Intelligence of Nature and discovery of functionalities
Use in business To apprehend reality Artificial Intelligence  and building of complex information systems Manage human adaptive systems and adaptive processes
Scope of application Universal Artificial Intelligence, Information Systems Development of ontogenetic maps for the individual, institutional, business and social fields.
Language used Natural language Web Ontology Language and others Unicist Standard Language and natural language
Results to be achieved True knowledge Valid knowledge and information Value generation
Evolution / Involution laws Inexistent Inexistent Unicist laws of evolution
Inexistent Inexistent Unicist double dialectical logic
Inexistent Based on shared validation Emulating the ontogenetic intelligence of nature
Mathematical validation Inexistent Inexistent Following the Unicist logic
Deals with Ideas Categories and objects Functions, roles and objects
Oneness One ontology for each aspect of reality Depending on the consensus of the expert opinions One ontology for each functionality


The generation of value is a basic condition

for human adaptive behavior

The objective of the unicist ontology is to add value to the environment, which requires having secure knowledge. Therefore ideologies, which are the catalysts and “entropy inhibitors” of philosophies, are replaced by knowledge.

The maximal strategy to produce added value in an adaptive system requires the understanding of the essential and functional concepts in order to produce the necessary results.
Unicist Ontology

This requires having the necessary foundations and the systemic and conceptual knowledge to apprehend the nature of reality.

The “minimum strategy” requires the management of the pre-concepts and the operational concepts. This requires having the necessary justification of the actions and the operational and analytical knowledge in order to put into action the secure knowledge.

The difference between the ontology based on western philosophy and the unicist ontology is that philosophers tend to establish “stagnated knowledge”, based on an ideology, in order to influence reality while the unicist ontology is a dynamic evolutionary and functional approach.

An individual necessarily begins with the pre-conceptual approach to reality because it is the less energy consuming way to deal with reality. If it works, there is no more need to consume more energy.

The evolution of the ontological capacity of individuals depends on the responsibility they are willing and able to assume.

Every functional reality has a unique ontological structure

The unicist ontology describes the nature of ideas, facts, individuals and things, regarded their essential aspects and their functional aspects. It erased the existent barriers between the human arbitrary division of philosophy, science and action, and integrated them in a unified field.  In the short or long run, living beings and their deeds are consistent with their nature.

Unicist OntologyConsidering its functionality, every specific reality and its nature is unique. Therefore the ontology of a complex system, regarded from a functional viewpoint is unique. There are no multiple ontologies for one functional reality. There are multiple operational ways to fulfill the purpose of its nature.

Functionality is implicit in unicist ontology, because it describes reality based on its functional nature. That is why unicist technologies, which result from unicist ontology’s applications, belong to the field of hard sciences.

Approaching complex systems requires the knowledge of its ontology. By knowing the ontology of a complex system, the system becomes reasonable, comprehensible and provable, and therefore it can be approached in scientific and operational terms.

Complex systems are open systems that determine the functionality of a unified field through the “conjunction” of objects and/or subsystems.

The unicist ontology of a reality has been understood when reality evolves according to its natural laws that are known. The unicist ontology cannot be measured in itself but it can be confirmed using destructive and non-destructive tests.

The unicist ontological approach implies the description of concepts. In living beings, the concepts of a living entity, that define their nature, are included within their biological system. On the other hand, external elements have extrinsic concepts, which are deposited by men.

When the ontology of a certain reality is apprehended, it describes the most basic human functionalities. This explains how these functionalities evolve.

  • Operational concepts describe the functional aspects of a reality
  • Functional concepts describe the evolution of a reality
  • Essential concepts describe their essence in its oneness

Ontological research requires a very high level of abstraction:

  • Reasoning processes are used to approach the research of rational aspects.
  • Emotions are used to approach the research of emotional aspects.
  • Reflection is used to approach the research of ontological aspects.

The hypotheses proposed by any of these three types of researches are falsified through facts and by doing destructive and non-destructive tests.

The unicist ontology is the integrating element of the unicist approach. It integrates the solution of a complex problem, which is its purpose, with human action (unicist anthropology) to influence the context.

The Unicist Anthropology is a “unicist” ontological approach to anthropology. It integrates human behavior considering the individuals and the species. in its individual and social aspects. It is a conceptual approach to anthropology that allows forecasting the future in order to establish the context to generate value.

The unicist ontology is an approach that sustains the management of complex problems by researching their conceptual structures. Since this functional structure is unique, it requires establishing secure knowledge to influence complex problems.

The limit of objectivity depends on human’s capacity to approach complex realities.

History of the Unicist Ontology

Unicist Ontology of PhilosophyThe history of humanity demonstrates an endless technological development. Technological evolution is defined as a new way to produce more with less.

The ontological approach, that is today natural in the field of solutions for adaptive systems, (biology, information technology, conceptual engineering, etc) has been inherited from philosophy.

This inheritance was the easiest way to approach ontology, but at the same time it introduced a distortion in its use.

The unicist ontology opted for a different approach:

  1. it is based on the emulation of the intelligence that underlies nature.
  2. it approaches adaptive systems as a unified field in order to influence them in their oneness.

The origin of the philosophic approach

The purpose of western philosophy was developed in order to influence the environment. This is evident when one studies the history of Greek philosophers who were the ones who established the “milestones” of the western philosophy. Thus the nature of Western Philosophy can be described as:

Unicist Ontology of Philosophy1

The purpose of philosophy is to influence the environment. Therefore the philosophical activity seeks to apprehend the nature of reality and achieving the necessary knowledge to exert influence.”

The different segments of philosophical approaches try to change the world fostering new utopias to influence evolution.

The “maximal strategy” of philosophy is to apprehend the nature of reality to objectivize actions based on conscious foundations within the limits of a specific functional ideology.

The “minimum strategy” is given by having the necessary knowledge to develop justified actions sustained by an absolute ideology that makes the philosophy consistent.

The different philosophical schools are a consequence of the different orientations of their creators in order to influence reality. Philosophy doesn’t need to be real (true) in order to achieve the objective of exerting influence.

This was changed by the unicist approach. An ontological knowledge is not a matter of opinions, ideologies or beliefs. It is a matter of describing the essential functionality of reality that describes its nature.


The generation of value is a basic condition

for human adaptive behavior.