Right to explanation
term_id: right_to_explanation
Category: basic_concepts
Definition
The right to explanation is a core component of algorithmic accountability, particularly within frameworks like the GDPR. It ensures that when an AI system makes a decision impacting a person’s rights or opportunities, such as loan denial or hiring rejection, the individual can understand the logic behind it. This transparency helps prevent discrimination, allows for effective appeals, and builds trust in automated systems by demystifying ‘black box’ outcomes.
Summary
A legal and ethical principle granting individuals the right to receive meaningful information about automated decisions that significantly affect them.
Key Concepts
- Algorithmic transparency
- GDPR compliance
- Explainable AI (XAI)
- Accountability
Use Cases
- Credit scoring systems
- Automated hiring platforms
- Judicial risk assessment tools