One thing is certain: discrimination is not only perpetuated by algorithms which reflect societal biases, but multiplied. If the constitution of databases and configuration of algorithms must be rethought, it will not be enough. It is essential to rely on law, especially the Europen one which prohibits a large number of discriminations. These legal protections must be adapted and developed, considering the specificities of algorithmic discrimination.

Raphaele XENIDIS, Assistant Professor at Sciences Po's Law School, helps us better understand the questions raised by these issues.

Additional resources

• Raphaële Xenidis. Beyond bias: algorithmic machines, discrimination law and the analogy trap. Transnational Legal Theory, 2024, pp.1-35.

• Hilde Weerts, Raphaële Xenidis, Fabien Tarissan, Henrik Palmer Olsen, Mykola Pechenizkiy. Algorithmic Unfairness through the Lens of EU Non-Discrimination Law. FAccT Conference 2023, ACM, June 2023, Chicago. pp.805-816.
  

Recorded on 24th January 2024

Conversations with Sergei GURIEV is a podcast by Sciences Po. Hélène NAUDET supervised the production of this series, with the help of Jade SOULLARD, Sciences Po Master student. Sciences Po' studio produced and mixed it.

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