Articles: fairness and accuracy in FS algorithms

TL;DR • Knowing the basics of substantive testing vs. controls testing can help you determine if the...

TL;DR • Ongoing education helps everyone understand their role in responsibly developing and using a...

TL;DR • Outcome-focused accuracy reviews directly verify results, offering more robust assurance tha...

TL;DR • Start with five key items: Algorithm Inventory; Risk Assessment; Policies (with Procedures, ...

TL;DR • The terminology – “audit” vs “review” - is important, but clarity about deliverables is more...

TL;DR • Banks and insurers are increasingly using external data; using them beyond their intended pu...

TL;DR • Banks and insurers sometimes focus on business concerns and regulatory matters in assessing ...

TL;DR • Effective change management for algorithmic systems requires a tailored approach that goes b...

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