This study explores transparency challenges in algorithmic fairness. After reviewing progress in technical and regulatory transparency, it is suggested that some level of opacity is inherent to AI systems.
Contents:
2.1. Transparency and Fairness
2.2. Current Approaches to Transparency
2.3. The Black Box Issue
2.4. AI Systems and Mechanistic Tacit Knowledge
3. Dealing with Opacity: Directions for Further Research
4. Conclusion
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