Artificial Intelligence / Unit 10 AI 0572 short lesson, about 20 seconds
The Walls, Dated
Captions available
The idea
The reliable limits of current systems are mechanisms, not accidents — confabulation, distribution fragility, opacity, expensive experience, data fingerprints — each already opened, each with named repair conditions.
In practice
Every "cannot" here is stamped as of 2026, written so a reader in a changed world can check which mechanism moved.
Where people slip
Mitigations are engineering around a mechanism — audit them as such.
Your place on the trail
Every lesson rests on earlier ones and opens later ones. Tap any to jump.
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