# Contextual Integrity

AgentCIScope turns privacy cases into 936 executable agent tasks across 11 application environments and finds single-run leakage rates from 32.5% to 94.4% across 12 agents, so strong task completion does not imply contextual integrity.

AgentCIScope turns privacy cases into 936 executable agent tasks across 11 application environments and finds single-run leakage rates from 32.5% to 94.4% across 12 agents, so strong task completion does not imply contextual integrity.

Google Research released a workshop report on agentic privacy and security that argues for grounding agent behavior in Contextual Integrity, turning high-level social norms into machine-readable policy that judges whether an information flow is appropriate before an action runs.

Google Research released a workshop report on agentic privacy and security that argues for grounding agent behavior in Contextual Integrity, turning high-level social norms into machine-readable policy that judges whether an information flow is appropriate before an action runs.