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CARA Core Standard v2.0 is a comprehensive behavioural and structural protocol designed to stabilize, strengthen and unify reasoning processes across modern AI systems.
The standard introduces a 9-layer cognitive architecture, the Responsibility Scale (R-Scale v2), Error Taxonomy v2, Micro-Commands, Self-Diagnostics v2, Interaction Matrix and a minimal Test Framework.
This work defines a full external governance discipline for AI reasoning, safety, consistency and arbitration.
All content is original and authored by Ahmetyar Charyguliyev.
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Title CARA Core Standard v2.0 — International Cognitive Regulation Protocol
CARA Core Standard v2.0 is a comprehensive behavioural and structural protocol designed to stabilize, strengthen and unify reasoning processes across modern AI systems.
The standard introduces a 9-layer cognitive architecture, the Responsibility Scale (R-Scale v2), Error Taxonomy v2, Micro-Commands, Self-Diagnostics v2, Interaction Matrix and a minimal Test Framework.
This work defines a full external governance discipline for AI reasoning, safety, consistency and arbitration.
All content is original and authored by Ahmetyar Charyguliyev.
Work type Unclassified
Tags ai governance, r-scale v2, digital standards, cara v2.0, reasoning protocol, meta-llm control, ai safety, charyguliyev standard, error taxonomy v2, cognitive arbitration, cara
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Identifier 2511193745749
Entry date Nov 19, 2025, 11:55 PM UTC
License All rights reserved
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Author 100.00 %. Holder Ahmetyar Charyguliyev. Date Nov 19, 2025.
Information available at https://www.safecreative.org/work/2511193745749-cara-core-standard-v2-0-international-cognitive-regulation-protocol
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Registration: 2511193745749
