Generative AI at Work / Unit 2 GAI 029 short lesson, about 20 seconds
Algorithmic Monoculture
Captions available
The idea
Algorithmic monoculture, in NIST's terms, is repeated use of the same model across consequential decisions, which leaves many systems open to the same failure at once.
In practice
Several lenders scoring applicants with one shared model, all misjudging the same kind of applicant in the same way.
Where people slip
A flaw that would be one firm's mistake becomes a sector-wide pattern.
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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