The Mind System: An Accountable Architecture for Thinking Under Uncertainty

This paper introduces the Rozum Framework (RF), a functional model that describes the accountable architecture of a system that can think. Accountability here is not a normative property but a technical precondition: without clear identification of the error source (external data, internal knowledge, or internal algorithms) and subsequent isolation of errors within internal structures, no learning, self-correction, or innovation is possible. The work also suggests that any input processing (including thinking) is impossible without external input signals. Within RF, experience is defined as the unity of internal statements and algorithms. Consciousness, which emerges as accountable self-recognition, is an executive function that verifies RO and initiates self-correction for its maximization when needed. Rozum is a conscious, substrate-independent entity that is enabled by and uses language, that is, thinks abstractly. Or within RF – consciousness that thinks.

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-05-12
DOI
https://doi.org/10.5281/zenodo.20162042
Primary Topic
Embodied and Extended Cognition
Type
preprint
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preprint

The Mind System: An Accountable Architecture for Thinking Under Uncertainty

Zenodo (CERN European Organization for Nuclear Research)
Embodied and Extended Cognition
preprint

The Mind System: An Accountable Architecture for Thinking Under Uncertainty

preprint en

Abstract

This paper introduces the Rozum Framework (RF), a functional model that describes the accountable architecture of a system that can think. Accountability here is not a normative property but a technical precondition: without clear identification of the error source (external data, internal knowledge, or internal algorithms) and subsequent isolation of errors within internal structures, no learning, self-correction, or innovation is possible. The work also suggests that any input processing (including thinking) is impossible without external input signals. Within RF, experience is defined as the unity of internal statements and algorithms. Consciousness, which emerges as accountable self-recognition, is an executive function that verifies RO and initiates self-correction for its maximization when needed. Rozum is a conscious, substrate-independent entity that is enabled by and uses language, that is, thinks abstractly. Or within RF – consciousness that thinks.

Zenodo (CERN European Organization for Nuclear Research)
Industry, innovation and infrastructure
Embodied and Extended Cognition
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