Artificial Intelligence / Unit 8 AI 0413 short lesson, about 20 seconds
The Pile Is the Bottleneck
Captions available
The idea
A learner is exactly as good as its examples are representative — learning relocates the knowledge bottleneck from the rule-writer's pen to the data's provenance.
In practice
A log kept only on sunny days teaches the stall's winters nothing; records reflecting biased decisions teach the bias as truth.
Where people slip
The learner cannot tell recording accidents from reality — skew arrives with the same confidence as fact.
Your place on the trail
Every lesson rests on earlier ones and opens later ones. Tap any to jump.
Something wrong in this lesson? Flag it · Sources for Artificial Intelligence