The Dangers of Black Box Models

• IBM’s Watson for Oncology was criticized by oncologists for delivering unsafe and inaccurate recommendations

• Amazon’s system for curriculum-vitae screening was found to be biased against women.

• Algorithms behind the Apple Credit Card are accused of being gender-biased.

The General Data Protection Regulation (GDPR, 2018) creates a right to explanation