Archived Contributions

This page gathers selected Archived Contributions by Marina A. Popova. The works explore advanced cognition, structured thinking, Human-AI Cognition, language, logic, and conceptual frameworks developed through the Third Organism research direction.

My Current Contributions:

1) The Einstein - Popova Contribution: From Direct Amplification to Embodied Formation (V1, V2, V3, V4, V5). Available on Zenodo.

Einstein's formula, E=mc2, remains one of the most important expressions in modern physics. I do not approach it here as an error to be corrected. I approach it as an anchor, a powerful expression of mass-energy relation, direct amplification, and physical release. My contribution asks a different structural question. If direct amplification describes energy release, what describes formation before release? What allows a relation to become stable enough to hold, grow and later express power?

2) Mapping as Constrained Alignment: A Structure-First Extension of Structure-Mapping Theory (V1). Available on Zenodo.

In this public research note I am introducing constrained alignment as a structure-first extension of Structure-Mapping Theory. It proposes that mapping should be understood not only as relational correspondence, but as correspondence that can hold under conditions of structural compatibility. The note distinguishes structure, compatibility, alignment, and mapping, and argues that a proposed mapping becomes meaningful only when the relevant relations can coexist within a structurally viable configuration. It also discusses implications for analogy, learning, conceptual modelling, and Human-AI interaction.

3) Data Without Structure: Attachment, Alignment, and Compatibility as Preconditions for Cognitive Interpretation (V1). Available on Zenodo.

This conceptual contribution proposes that cognitive data does not become understanding through accumulation alone. It introduces attachment, alignment, and compatibility as preconditions for cognitive interpretation, especially in relation to cognitive data, structure-first reasoning, and Human-AI cognition.

4) AI Atom: A Seed Concept for Life Continuity Intelligence (V1-2). Available on Zenodo.

Introduces AI Atom as a conceptual seed within the Third Organism Initiative. It does not refer to a physical atom, machine blueprint, technical device, biological engineering proposal, or claim of current feasibility. Instead, AI Atom names the smallest responsible beginning from which Human-AI cognition may ask what must be understood, protected, and supported before future creation expands.

5) Minimum Two Principle: Possibility and Support as Conditions of Continuity (V1). Available on Zenodo.

This conceptual structural contribution introduces the Minimum Two Principle, which proposes that possibility alone is insufficient for stable formation, continuity, or development. For something to become viable, possibility must be accompanied by support. The principle is expressed as a minimum relational condition: possibility + support. 

6) When Language Misleads Thought: Structural Misalignment in Cognitive Expression (V1). Available on Zenodo.

This conceptual structural contribution introduces structural misalignment as a mismatch between the relational configuration of thought and the expressive capacity of language. It proposes that language is not a direct mirror of cognition, but a constrained interface through which thought must be transformed before communication occurs. The paper develops a model of misalignment through compression, structural adaptation, and re-expansion, and examines how expression may fail to preserve cognitive structure even when the underlying thought is coherent.

7) Definition Through Difference: A Structure-First Account of How Identity Becomes Recognizable (V1). Available on Zenodo.

This conceptual structural contribution introduces Definition Through Difference as a structure-first account of how identity becomes recognizable. It proposes that definition does not begin with language alone, but with structured difference: a thing becomes definable when it can be distinguished from what it is not, while remaining coherent enough to be recognized as itself.