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20 JUL 2026 · Databricks

AI transparency involves documenting an AI system's data, model behavior, and decision-making processes, distinct from explainability and interpretability, which address narrower questions about individual predictions and internal model logic. Regulatory pressure from the EU AI Act ties transparency documentation directly to legal compliance for high-risk and general-purpose AI systems. AI summary