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AI, algorithmic discrimination & population bias

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Algorithmic discrimination is causing real harm to people across the globe. We need to work towards a cross-jurisdictional solution, writes Dr Sebastian Smart
  • Decision-making responsibilities once entrusted to humans are now often delegated to automated systems. This may improve efficiency, but algorithmic discrimination is on the rise, leading to global concerns about fairness, equality and justice.
  • This complex area is complicated further by the diverse approaches taken by jurisdictions around the world. There is an urgent need for universally accepted definitions and frameworks.

Algorithmic discrimination has become increasingly prevalent. It is growingly common to observe cases of bias and disparity arising from algorithmic decision-making. These processes often rely on complex algorithms found in systems that impact aspects of our lives, ranging from social media algorithms to credit scoring methods, job recruitment procedures and even law enforcement practices.

The significance of understanding algorithmic discrimination is amplified in today’s digital age; decision-making responsibilities, once entrusted solely to humans, are now frequently delegated to automated systems. While algorithms offer advantages,

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Cadwalader—Andro Atlaga

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NEWS
The Supreme Court issued a landmark judgment in July that overturned the convictions of Tom Hayes and Carlo Palombo, once poster boys of the Libor and Euribor scandal. In NLJ this week, Neil Swift of Peters & Peters considers what the ruling means for financial law enforcement
Small law firms want to embrace technology but feel lost in a maze of jargon, costs and compliance fears, writes Aisling O’Connell of the Solicitors Regulation Authority in this week's NLJ
Charles Pigott of Mills & Reeve reports on Haynes v Thomson, the first judicial application of the Supreme Court’s For Women Scotland ruling in a discrimination claim, in this week's NLJ
Bea Rossetto of the National Pro Bono Centre makes the case for ‘General Practice Pro Bono’—using core legal skills to deliver life-changing support, without the need for niche expertise—in this week's NLJ
Charlie Mercer and Astrid Gillam of Stewarts crunch the numbers on civil fraud claims in the English courts, in this week's NLJ. New data shows civil fraud claims rising steadily since 2014, with the King’s Bench Division overtaking the Commercial Court as the forum of choice for lower-value disputes
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