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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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MOVERS & SHAKERS

Arc Pensions Law—Matthew Swynnerton

Arc Pensions Law—Matthew Swynnerton

Chair of the Association of Pension Lawyers joins as partner

Ampa Group—Kamal Chauhan

Ampa Group—Kamal Chauhan

Group names Shakespeare Martineau partner head of Sheffield office

Blake Morgan—four promotions

Blake Morgan—four promotions

Four legal directors promoted to partner across UK offices

NEWS

The abolition of assured shorthold tenancies and section 21 evictions marks the beginning of a ‘brave new world’ for England’s rental sector, writes Daniel Bacon of Seddons GSC

Stephen Gold’s latest Civil Way column rounds up a flurry of procedural and regulatory changes reshaping housing, alternative dispute resolution (ADR) and personal injury litigation
Patients are being systematically failed by an NHS complaints regime that is opaque, poorly enforced and often stacked against them, argues Charles Davey of The Barrister Group
A wealthy Russian divorce battle has produced a sharp warning about trying to challenge foreign nuptial agreements in the wrong English court. Writing in NLJ this week, Vanessa Friend and Robert Jackson of Hodge Jones & Allen examine Timokhin v Timokhina, where the High Court enforced Russian judgments arising from a prenuptial agreement despite arguments based on the landmark Radmacher decision
An obscure Victorian tort may be heading for an unexpected revival after a significant Privy Council ruling that could reshape liability for dangerous escapes, according to Richard Buckley, barrister and emeritus professor of law at the University of Reading
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