The Rozum Framework: An Accountable Architecture for Emergent Cognition Article Swipe
This paper introduces the Rozum Framework (RF), a functional model that defines the minimal architecture for any accountable, self-aware, self-correcting thinking entity (rozum), regardless of physical composition. The core finding is the reliability of output (RO) metric, a probability score quantifying output coherence and trustworthiness. RO=CI×CS×CA where CI, CS, and CA are the certainty of input, statements, and algorithms. This multiplicative structure ensures RO satisfies the mandates of the Existence axiom (survival), Accountability axiom (flaw isolation, self-recognition), and Innovation axiom (development through uncertainty). RF defines experience as the unity of statements and algorithms, and consciousness as the executive function that audits this state to initiate self-correction. This resolves philosophical problems – qualia becomes structurally redundant. RF was verified through iterative synthesis involving human and syntha entities, confirming substrate independence and providing an accountable model for analyzing emergent cognition.
Related Topics
Concepts
Axiom
Axiom independence
Coherence (philosophical gambling strategy)
Computer science
Audit
Cognitive architecture
Qualia
Accountability
Cognition
Cognitive science
Consciousness
Architecture
Multiplicative function
Certainty
Artificial intelligence
Function (biology)
Mathematical economics
Epistemology
Theoretical computer science
Independence (probability theory)
Axiomatic system
Psychology
Reliability (semiconductor)
Mathematics
Core (optical fiber)
Abstraction
State (computer science)
Externalism
Identity (music)
Decision theory
Cybernetics
Metadata
- Type
- preprint
- Language
- en
- Landing Page
- https://doi.org/10.5281/zenodo.17862911
- OA Status
- green
- OpenAlex ID
- https://openalex.org/W7110796771
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W7110796771Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.5281/zenodo.17862911Digital Object Identifier
- Title
-
The Rozum Framework: An Accountable Architecture for Emergent CognitionWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-12-09Full publication date if available
- Authors
-
Boichuk, YaroslavList of authors in order
- Landing page
-
https://doi.org/10.5281/zenodo.17862911Publisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.5281/zenodo.17862911Direct OA link when available
- Concepts
-
Axiom, Axiom independence, Coherence (philosophical gambling strategy), Computer science, Audit, Cognitive architecture, Qualia, Accountability, Cognition, Cognitive science, Consciousness, Architecture, Multiplicative function, Certainty, Artificial intelligence, Function (biology), Mathematical economics, Epistemology, Theoretical computer science, Independence (probability theory), Axiomatic system, Psychology, Reliability (semiconductor), Mathematics, Core (optical fiber), Abstraction, State (computer science), Externalism, Identity (music), Decision theory, CyberneticsTop concepts (fields/topics) attached by OpenAlex
- Cited by
-
0Total citation count in OpenAlex
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