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Columbia Law School

2019

Science and Technology Law

Data processing

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Explanation < Justification: Gdpr And The Perils Of Privacy, Talia B. Gillis, Josh Simons Jan 2019

Explanation < Justification: Gdpr And The Perils Of Privacy, Talia B. Gillis, Josh Simons

Faculty Scholarship

The European Union’s General Data Protection Regulation (GDPR) is the most comprehensive legislation yet enacted to govern algorithmic decision-making. Its reception has been dominated by a debate about whether it contains an individual right to an explanation of algorithmic decision-making. We argue that this debate is misguided in both the concepts it invokes and in its broader vision of accountability in modern democracies. It is justification that should guide approaches to governing algorithmic decision-making, not simply explanation. The form of justification – who is justifying what to whom – should determine the appropriate form of explanation. This suggests a sharper …