Generative AI at Work / Unit 2 GAI 036 short lesson, about 20 seconds
Homogenization
Captions available
The idea
Homogenization, the other half of NIST's sixth risk, is undesired sameness in outputs, which can be wrong itself or amplify harmful biases.
In practice
NIST describes model collapse: models trained heavily on generated data gradually lose parts of the original range of content.
Where people slip
When many products share one foundation model, its blind spots become everyone's.
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.
Something wrong in this lesson? Flag it · Sources for Generative AI at Work