Artificial Intelligence / Unit 8 AI 0458 short lesson, about 20 seconds
Scale: The Three Dials
Captions available
The idea
Once layers, bends, descent, and blame exist, capability scales with two purchasable quantities — examples and computation — and the field reorganized around buying them.
In practice
More knobs mean more expressible patterns and more overfitting appetite; feeding both multiplies data by steps by knobs.
Where people slip
The 2010s milestones changed the budget, not the ideas — every mechanism was already in this unit.
Your place on the trail
Every lesson rests on earlier ones and opens later ones. Tap any to jump.
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