Generative AI at Work / Unit 8 GAI 179 short lesson, about 20 seconds
Factors and Metrics
Captions available
The idea
A model card's factors section names the groups and conditions across which performance may vary, and its metrics section explains which measures were used and why.
In practice
A speech model card reporting accuracy separately for different accents and for noisy and quiet recordings.
Where people slip
Mitchell and colleagues advise choosing metrics that reflect real-world impact, not only those that flatter the model.
Your place on the trail
Every lesson rests on earlier ones and opens later ones. Tap any to jump.
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