





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

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.

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