header-logo header-logo

AI, algorithmic discrimination & population bias

169508
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,

If you are not a subscriber, subscribe now to read this content
If you are already a subscriber sign in
...or Register for two weeks' free access to subscriber content

MOVERS & SHAKERS

Charles Russell Speechlys—Matthew Griffin

Charles Russell Speechlys—Matthew Griffin

Firm strengthens international funds capability with senior hire

Gilson Gray—Jeremy Davy

Gilson Gray—Jeremy Davy

Partner appointed as head of residential conveyancing for England

DR Solicitors—Paul Edels

DR Solicitors—Paul Edels

Specialist firm enhances corporate healthcare practice with partner appointment

NEWS
The proposed £11bn redress scheme following the Supreme Court’s motor finance rulings is analysed in this week’s NLJ by Fred Philpott of Gough Square Chambers
In this week's issue, Stephen Gold, NLJ columnist and former district judge, surveys another eclectic fortnight in procedure. With humour and humanity, he reminds readers that beneath the procedural dust, the law still changes lives
Generative AI isn’t the villain of the courtroom—it’s the misunderstanding of it that’s dangerous, argues Dr Alan Ma of Birmingham City University and the Birmingham Law Society in this week's NLJ
James Naylor of Naylor Solicitors dissects the government’s plan to outlaw upward-only rent review (UORR) clauses in new commercial leases under Schedule 31 of the English Devolution and Community Empowerment Bill, in this week's NLJ. The reform, he explains, marks a seismic shift in landlord-tenant power dynamics: rents will no longer rise inexorably, and tenants gain statutory caps and procedural rights
Writing in NLJ this week, James Harrison and Jenna Coad of Penningtons Manches Cooper chart the Privy Council’s demolition of the long-standing ‘shareholder rule’ in Jardine Strategic v Oasis Investments
back-to-top-scroll