Articles: fairness and accuracy in FS algorithms

TL;DR • Postcodes can inadvertently serve as proxies for protected attributes like gender, disabilit...

TL;DR • Algorithm integrity requires a balance between preventing access and ensuring access. • Over...

TL;DR • Algorithmic fairness does not mean treating everyone identically. • Fair algorithms should a...

TL;DR • This article proposes breaking down algorithm integrity considerations into 10 key aspects, ...

TL;DR • AI and algorithm audit guidelines vary widely and may not be universally applicable. • Relev...

TL;DR • The motivations behind an audit (need vs. want) significantly impact its effectiveness and v...

TL;DR • Undue reliance on audit reports can create a false sense of security. • Ensure auditor indep...

Many operational decisions are now heavily reliant on automation - data, models, rules etc. We’re al...