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ZON RZVN
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Valyrx
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ZON RZVN
Project
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Valyrx
AI safety research abstract visualization
Contextual interaction framework illustration
Research methodology concept
Academic research process visualization
AI interaction safety concept
Hallucination detection framework diagram

ZON RZVN

ZON RZVN ZON RZVN , Independent researcher based in Taiwan. Member of IEEE, APA.

ZON RZVN researcher profile

CXC-7 dimensions and framework

Foundational model for contextual complexity analysis.

CXOD-7 and Coh(G) integration

Extended framework with coherence measurement.

USCH user-side contextual hallucination

Main preprint on formation, signals, and defense.

Concepts

Core frameworks

Research vocabulary and key models used across projects.

CXC-7

Contextual complexity dimensions

Seven-point model for analyzing context layers.

CXC-7 contextual complexity dimensions overview

CXOD-7 and Coh(G)

Extended framework with coherence measurement.

USCH framework

User-side contextual hallucination model.

1024 Protocol

Defense mechanism for context preservation.

VCD construct

Validation and context defense approach.

Open to collaboration

Reach out directly

Research discussion and partnership inquiries welcome at zon@rzvn.io