Leading AI at Work: Governance, Rollout and Practice / Unit 4 LAI 088 short lesson, about 20 seconds
Mitigated Is Not the Same as Fair
Captions available
The idea
The lending playbook advises testing outcomes across groups even after bias work is done.
In practice
It rests on a point in NIST's AI risk framework: systems in which harmful biases are mitigated are not necessarily fair.
Where people slip
A bias fix is a step, not a certificate; the outcomes still need checking.
Your place on the trail
Every lesson rests on earlier ones and opens later ones. Tap any to jump.
Builds on
Unlocks
- Nothing yet depends on this.
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