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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 motivation for an audit (need vs want) impacts its effectiveness. • An audit driven sole...
TL;DR • Undue reliance on audit reports can create a false sense of security. • Ensure auditor indep...