Hallucination Prevention Through Data Access Control

via “hallucination impact assessment and risk scoring”

Detect and remediate hallucinations in any LLM application.

Unique: Moves beyond binary hallucination detection to context-aware risk assessment, enabling nuanced decisions about whether hallucinations require intervention. This reflects the reality that not all hallucinations are equally harmful.

vs others: More sophisticated than simple confidence thresholds because it considers application context and potential impact, enabling better trade-offs between safety and user experience.