Philosophy Version control for explainability logic prevents discrepancies between model and report. Steven HaynesApril 29, 2026May 22, 20260 Outline Introduction: The “Black Box” transparency paradox and why explainability logic (XAI) is now part of the codebase. Key Concepts:…