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TL;DR • To test whether an algorithm treats ethnic groups differently, we need ethnicity data. Banks...
TL;DR • Granting access to a system can be several steps, across systems. • Removing access, when so...
TL;DR • National origin is protected in many places. • Some of it is inferred via proxies that overl...
When a customer disputes an automated decision, or a regulator asks how a model reached its outcome,...
Reviews of algorithmic systems look the same at a high level. Is the model fair? Is it accurate? Are...
TL;DR • The ACFE's "Report to the Nations" is a widely cited occupational fraud study, and is a usef...
TL;DR • Religion is protected in many jurisdictions, but is typically not a named field in FS data. ...
The U.S. National Association of Insurance Commissioners (NAIC) is piloting its AI Systems Evaluatio...
Whether it’s for reassurance, a gut feeling that something’s off, or to manage an unknown, this is a...
TL;DR • Central governance isn’t always enough for algorithmic systems delivered with/by vendors. • ...
TL;DR • The FS AI RMF has useful but scattered expectations on fairness, buried in more than 500 pag...
TL;DR • The final article in a 5-part series. • Part 1 explained triggers for testing and deep dives...
TL;DR • Part 4 of a 5-part series. • Part 1 explained triggers for testing and deep dives: new produ...
TL;DR • Part 3 of a 5-part series. • Part 1 explained triggers for testing and deep dives: new produ...
TL;DR • Part 2 of a 5-part series. • Part 1 outlined how some events clearly trigger deeper dives an...
TL;DR • Part 1 of a 5-part series. • Some events clearly trigger deeper dives and retesting: new pro...
TL;DR • Algorithm/AI definitions are messy, and reference glossaries don’t always agree. • Different...
We already know that ineffective algorithms have a direct monetary impact. But the deeper, longer-la...
“Best practice” gets thrown around a lot in AI and algorithm governance discussions. I hear it often...
This article is a bit long-winded, but there is a point. Bear with me. This week marks 25 years of w...