Foundations: CXC-7 & CXOD-7
Two context models that support user-side safety analysis. Built to understand how conversational systems shape human experience.
Paper
CXC-7: Contextual complexity dimensions
Seven dimensions mapping how conversational context shapes user experience and system behavior.
Framework
CXOD-7: Operational dimensions for system design
Seven dimensions defining how conversational systems organize and deliver contextual information. The operational layer beneath user experience.
Integration
How foundations converge into USCH
CXC-7 maps the user-side field. CXOD-7 structures the system layer. Together they form the basis for understanding user-side contextual hallucination.