Human Singularity and the Ontological Limitation of the Machine: an Analysis Through Relational Architecture
Year: 2026
Type: preprint
Abstract: HUMAN SINGULARITY AND THE ONTOLOGICAL LIMITATION OF THE MACHINE: AN ANALYSIS THROUGH RELATIONAL ARCHITECTURE This article presents a theoretical investigation into human singularity and the ontological limitations of artificial intelligence through the framework of Relational Architecture. It examines the fundamental distinction between human fruition, understood as lived experience and the subjective flow of existence, and machine imitation, understood as the procedural production of manifestations without necessarily constituting an equivalent experiential reality. The analysis is structured around five fundamental concepts: the Transductive Operator (T), Relational Memory (M), the Systemic State (Σ), the Gravity-Space-Velocity Triad (G-E-V), and Relational Invariance. Together, these concepts establish a theoretical framework for examining the relationship between experience, transformation, identity, continuity, and temporal existence. The article argues that human cognition is constituted through an ongoing relationship between manifestation and relational memory, in which experiences transform the structure of the subject and participate in the continuity of personal identity. Within this framework, human fruition is not understood as a reproducible output, but as the lived process of transduction through which the systemic state undergoes qualitative transformation. Artificial intelligence, in contrast, is examined through the distinction between computational processing, functional memory, and ontological constitution. The analysis explores the difference between generating representations of experience and constituting experience as an intrinsic dimension of existence. This distinction provides the conceptual foundation for investigating the limits of machine imitation and the singularity of human consciousness. A further dimension of the investigation concerns cognitive asymmetry, particularly the relationship between relational compression, semantic recognition, and combinatorial expansion. The article interprets human cognition through the organization of relational meaning and examines the implications of this organization for contextual recognition, verification, and the integration of information. By applying Relational Architecture to the problem of artificial intelligence, this work extends the framework of Transduction into the philosophy of mind, the ontology of consciousness, and the study of human-machine relations. It proposes that human singularity is fundamentally associated with the constitutive relationship between experience, relational memory, transformation, and systemic continuity. Keywords: RELATIONAL ARCHITECTURE; TRANSDUCTION; RELATIONAL MEMORY; HUMAN SINGULARITY; ARTIFICIAL INTELLIGENCE; SYSTEMIC STATE; HUMAN CONSCIOUSNESS; ONTOLOGY; FRUITION; RELATIONAL INVARIANCE.
Author: Vicente da Silva, Cláudio
Language: English
Subfield: Philosophy
Field: Arts and Humanities
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W7225578855