Interpretive Explanations

This section contains explanatory pages describing commonly observed AI behaviours and interpretive questions.

These pages provide explanatory accounts only. They do not constitute operational guidance, evaluation criteria, implementation instruction, or remediation strategy. Formal definitions, scope, and boundaries are maintained within the EntityWorks Standard.

• Why AI Misinterprets Entities
• What AI Understanding Actually Means
• When AI Can Be Relied Upon
• Who Defines AI Interpretation

Last updated: January 2026