Artificial Intelligence / Unit 10 AI 0591 short lesson, about 20 seconds
The Ledger, Presented
Captions available
The idea
Every ethical problem in deployed AI is a mechanism this course taught, arrived at the scale where its costs land on people who never chose it.
In practice
Wrong priors flow through confidently; piles are optimized faithfully; knobs resist reading; utilities are whatever was written — now about loans, jobs, and parole.
Where people slip
Mechanics before mood — every problem ahead traces to arithmetic performed at melon scale.
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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