The original title is "Architecting Responsible AI: A Conceptual Compliance Framework for EU AI Act"

Short summary

A hypothetical scenario describing a €5 billion EU fine against a fictional company 'OmniCorp Global' for AI Act violations, used as a framing device for a compliance tutorial. Presents conceptual Python classes for data governance, consent management, and explainability layers. The scenario appears fabricated to illustrate responsible AI architecture patterns.

• •Fictional EU fine against OmniCorp frames the need for AI compliance-by-design
• •Conceptual DataPrivacyManager class handles consent, minimization, and audit trails
• •Transparency layer integrates XAI techniques like LIME and SHAP for explainability

Generated with AI, which can make mistakes.